{"sources":[{"id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide","type":"guide","url":"https://babies-r-us-australia-development-store.myshopify.com/products/medela-personalfit-flex-medium-breastshield-24mm","retrieval_at":"2026-09-28T13:30:40.024Z","source_hash":"3f13b956e16a887e5fb38974d7b9a6ab3d0ac30ba3a592fd6f229745a36441f3","access_verdict":"permitted","robots_result":"not_checked"},{"id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide","type":"guide","url":"https://www.medela.com/en/breastfeeding-pumping/products/extra-pump-parts/shields/personalfit-flex-breast-shield?productId=4081","retrieval_at":"2026-09-28T13:30:54.278Z","source_hash":"174c2b0a0c90d6fc4897a366fb74856832d9ead513f74a37092a5731cf3959e8","access_verdict":"permitted","robots_result":"allow"}],"summaries":[],"facts":[{"id":"01M3M3RBN5HW9B5P1RXYFAQNW4","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide","field":"size and identifiers","ordinal":0,"value_number":null,"unit":null,"value_text":"This is the Medium 24 mm variant, with product code MDL-101033964 and barcode 7612367056076.","original_value":"Medela PersonalFit Flex Medium Breastshield 24mm","confidence":1,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide:artefact:3f13b956e16a887e5fb38974d7b9a6ab3d0ac30ba3a592fd6f229745a36441f3","start":34,"end":82,"summary_id":null,"excerpt_id":null,"span_sha256":"a3622fb92265a6b9345312400b34aa0ec16eef58e07c5647bad36d36903a72e2","source_locator":"characters 34 to 82 of the retained text"}},{"id":"01M3M3RC1GGAZJP3GKAZABNSBY","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide","field":"shape and positioning","ordinal":0,"value_number":null,"unit":null,"value_text":"The shield has a 105-degree angle and an oval shape that can be rotated through 360 degrees to adjust its position.","original_value":"105° angle improves fit for better milk flow\nOval shape can be rotated 360°","confidence":1,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide:artefact:174c2b0a0c90d6fc4897a366fb74856832d9ead513f74a37092a5731cf3959e8","start":13001,"end":13076,"summary_id":null,"excerpt_id":null,"span_sha256":"54bd65bbac7d5a60266dddb2853a29eca8650876be125c69ee5353f6ba0f05d0","source_locator":"characters 13001 to 13076 of the retained text"}},{"id":"01M3M3RCCQMPAS7XFY9QV5T5SN","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide","field":"product code","ordinal":1,"value_number":null,"unit":null,"value_text":"The store lists product code MDL-101033964.","original_value":"Product Code:\nMDL-101033964","confidence":1,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide:artefact:3f13b956e16a887e5fb38974d7b9a6ab3d0ac30ba3a592fd6f229745a36441f3","start":1082,"end":1109,"summary_id":null,"excerpt_id":null,"span_sha256":"785fd76a2dffc49919bcbbc904780e6d6959fffce8559a750ac76881b16eea9d","source_locator":"characters 1082 to 1109 of the retained text"}},{"id":"01M3M3RCQZJJTY3VPN590QDSEG","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide","field":"feel","ordinal":1,"value_number":null,"unit":null,"value_text":"Medela describes the rim as soft, smooth and flexible.","original_value":"Soft, smooth, flexible rim","confidence":1,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide:artefact:174c2b0a0c90d6fc4897a366fb74856832d9ead513f74a37092a5731cf3959e8","start":13077,"end":13103,"summary_id":null,"excerpt_id":null,"span_sha256":"0746f4985da631a246a0dcd1fcb8b604e8d8cc40964898de0b77bae5314bfa46","source_locator":"characters 13077 to 13103 of the retained text"}},{"id":"01M3M3RD38HGSTC749FNRRV1CS","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide","field":"barcode","ordinal":2,"value_number":null,"unit":null,"value_text":"The store lists barcode 7612367056076.","original_value":"Barcode:\n7612367056076","confidence":1,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide:artefact:3f13b956e16a887e5fb38974d7b9a6ab3d0ac30ba3a592fd6f229745a36441f3","start":1110,"end":1132,"summary_id":null,"excerpt_id":null,"span_sha256":"97c29f531ad171d23c1b95ae251b13108a56ddff7e0b1edcd3e6b192866dc13a","source_locator":"characters 1110 to 1132 of the retained text"}},{"id":"01M3M3RDEHFZ3GD0RYSM26JHE7","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide","field":"fit","ordinal":2,"value_number":null,"unit":null,"value_text":"The shield is designed to adapt to the user’s shape and help prevent milk-duct compression; correct sizing still matters.","original_value":"It’s designed to easily adapt to your shape, and encourages your milk flow by helping prevent compression of the milk ducts.","confidence":0.95,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide:artefact:174c2b0a0c90d6fc4897a366fb74856832d9ead513f74a37092a5731cf3959e8","start":12324,"end":12448,"summary_id":null,"excerpt_id":null,"span_sha256":"9681fb6dd24eea00ea819a18dac388da2dd7612375e1a68b7f94c3f75c0f7384","source_locator":"characters 12324 to 12448 of the retained text"}},{"id":"01M3M3RDTJ85X0Q5Y7J77488SJ","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide","field":"compatibility discrepancy","ordinal":3,"value_number":null,"unit":null,"value_text":"The store instead says to combine the shield with Freestyle, Swing Maxi, Swing and Harmony pumps; this differs from the more specific compatibility list in Medela’s manual.","original_value":"For effective pumping, combine PersonalFit breast shields with Medela breast pumps: Freestyle, Swing maxi, Swing, and Harmony.","confidence":0.7,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide:artefact:3f13b956e16a887e5fb38974d7b9a6ab3d0ac30ba3a592fd6f229745a36441f3","start":638,"end":764,"summary_id":null,"excerpt_id":null,"span_sha256":"46744db6c15f1e7e39f172eca23f532bc91837276ab6d4b4eaf0f178863c2b93","source_locator":"characters 638 to 764 of the retained text"}},{"id":"01M3M3RE8BD11W2JQZMP1SBT0Z","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide","field":"size range","ordinal":3,"value_number":null,"unit":null,"value_text":"Medela’s current maker page says the PersonalFit Flex family has four tunnel sizes and directs users to a fitting guide.","original_value":"Four tunnel sizes available– our fitting guide will help you find the right one for you.","confidence":1,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide:artefact:174c2b0a0c90d6fc4897a366fb74856832d9ead513f74a37092a5731cf3959e8","start":13104,"end":13192,"summary_id":null,"excerpt_id":null,"span_sha256":"56419b522cbe20798abb621bb2267b593366ab7d4da3719d8f03982b4d9721e4","source_locator":"characters 13104 to 13192 of the retained text"}},{"id":"01M3M3REKJJKG8TMGZD3VPESCP","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide","field":"size range discrepancy","ordinal":4,"value_number":null,"unit":null,"value_text":"The store says five different sizes are available, which conflicts with the maker page’s current statement of four tunnel sizes.","original_value":"The interchangeable breast shields are available in five different sizes","confidence":0.7,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:1:guide:artefact:3f13b956e16a887e5fb38974d7b9a6ab3d0ac30ba3a592fd6f229745a36441f3","start":938,"end":1010,"summary_id":null,"excerpt_id":null,"span_sha256":"6f89876b70932c974d05f0838b7d79f03da780580a9ef333ae0d248534e3ffc5","source_locator":"characters 938 to 1010 of the retained text"}},{"id":"01M3M3REYSX2RH1Z7HXEN4V1B0","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide","field":"materials","ordinal":4,"value_number":null,"unit":null,"value_text":"Medela says the shields are made from BPA-free materials, but does not identify the exact material in the supplied text.","original_value":"Made from BPA-free materials","confidence":1,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide:artefact:174c2b0a0c90d6fc4897a366fb74856832d9ead513f74a37092a5731cf3959e8","start":13193,"end":13221,"summary_id":null,"excerpt_id":null,"span_sha256":"e04fa20969c37ae796f9dac670e99b93c710dc06707badff7aa876cb969f03a8","source_locator":"characters 13193 to 13221 of the retained text"}},{"id":"01M3M3RFA1PW4E7SSV7NSCESC6","source_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide","field":"testing","ordinal":5,"value_number":null,"unit":null,"value_text":"Medela says the shield was evaluated in four clinical studies covering more than 1,000 pumping sessions and reported improved comfort and efficiency.","original_value":"Our research scientists tested the PersonalFit Flex™ breast shield in four clinical studies with breastfeeding mums. Across more than 1,000 pumping sessions, they proved it delivered more comfort and efficiency.","confidence":0.9,"citation":{"lineage_tier":"T1","artefact_id":"babiesrus-com-au--medela-personalfit-flex-medium-breastshield-24mm:quick:source:2:guide:artefact:174c2b0a0c90d6fc4897a366fb74856832d9ead513f74a37092a5731cf3959e8","start":12622,"end":12833,"summary_id":null,"excerpt_id":null,"span_sha256":"16a22da54369d25ff0f0bba84cdad808b3b64c4115e2c33b2c3446ea6258d685","source_locator":"characters 12622 to 12833 of the retained text"}}],"facet_texts":[],"gaps":[{"id":"01M3M3RG0PQ0Y1J3BJ2FR5QRQR","source_type":"facets","url":null,"reason":"embeddings skipped in the deep lane","detail":"the deep lane makes no embedding call; this pack has no facet texts and no vectors","recorded_at":"2026-09-28T13:35:57.995Z"},{"id":"01M3M3RGC173C1JQ621VFHX0Q0","source_type":"manual","url":"https://www.medela.com/010-products/020-extra-pump-parts-sets/050-connectors/010-medela-personalfit-flex-connector/pdf-downloads/201-0535-2023-06-d-falt-ifu-personalfit-plus-multi.pdf","reason":"not_found","detail":"Left out: \"The reusable shield contacts breast and nipple tissue, connects to a PersonalFit PLUS or PersonalFit Flex connector, applies vacuum and channels milk to the connector.\" (purpose). The quote the research turn gave for it was not found in the text retained from this page.","recorded_at":"2026-09-28T13:35:57.995Z"},{"id":"01M3M3RGQ9BZSVXDJ12DQSY09T","source_type":"manual","url":"https://www.medela.com/010-products/020-extra-pump-parts-sets/050-connectors/010-medela-personalfit-flex-connector/pdf-downloads/201-0535-2023-06-d-falt-ifu-personalfit-plus-multi.pdf","reason":"not_found","detail":"Left out: \"Medela’s manual says PersonalFit Flex shields are compatible with Swing Maxi Flex, Swing Flex and Freestyle Flex pumps.\" (compatibility). The quote the research turn gave for it was not found in the text retained from this page.","recorded_at":"2026-09-28T13:35:57.995Z"},{"id":"01M3M3RH40XJ26GCMJW92MAE48","source_type":"review","url":"https://www.bestbuy.ca/en-ca/product/medela-personalfit-flex-breast-shields-24mm-2-pack/14208383/review","reason":"not read","detail":"The server refused RoboTrunk's named fetcher (HTTP 403). It is not retried under another identity.","recorded_at":"2026-09-28T13:35:57.995Z"}],"facet_check":null,"evidence_depth":{"note":"Deep read: the store's own data and 6 outside pages (the store's own product page; maker page; manual; regulator recall search (CPSC (United States)); regulator recall search (Health Canada); regulator recall search (ACCC Product Safety Australia)), each read in full by RoboTrunk and trimmed to its main content, then written up and checked. Facts from the maker or a manual quote the page word for word; what real users report is summarised with a link to the page read. Recall status was checked directly with CPSC (United States), Health Canada, ACCC Product Safety Australia: The supplied CPSC search returned no records for this exact model, Health Canada reported no Medela records, and none of the ACCC feed’s 100 most recent recalls mentioned Medela or this product. The ACCC source does not cover older recalls. Still open, with no evidence found: Does this exact 24 mm retail pack contain one shield or two?; Will this exact shield fit non-Flex Freestyle, Swing Maxi, Swing or Harmony pumps?; What are the shield's overall dimensions?; How much does each shield weigh?; What exact materials are used?; How thick is the shield and rim?; How should the shield be cleaned and sterilised?; Is it dishwasher-safe or microwave-steriliser-safe?; How often should the shield be replaced?; What parts tend to crack, warp or lose flexibility?; Does the surface discolour or develop a cloudy finish?; Can any coating or printed marking rub off?; What warranty covers this shield?; What nipple measurement range is suitable for the 24 mm tunnel?; Are connectors or other pump parts required but sold separately?.","tier":"complex","depth":"trimmed_read","model":"gpt-5.6-sol","recall":{"note":"The supplied CPSC search returned no records for this exact model, Health Canada reported no Medela records, and none of the ACCC feed’s 100 most recent recalls mentioned Medela or this product. The ACCC source does not cover older recalls.","status":"no_recall_found","regulators_asked":["CPSC (United States)","Health Canada","ACCC Product Safety Australia"]},"sources":[{"url":"https://babies-r-us-australia-development-store.myshopify.com/products.json","role":"the store's own data","retained":true},{"url":"https://babies-r-us-australia-development-store.myshopify.com/products/medela-personalfit-flex-medium-breastshield-24mm","role":"the store's own product page","retained":true},{"url":"https://www.medela.com/en/breastfeeding-pumping/products/extra-pump-parts/shields/personalfit-flex-breast-shield?productId=4081","role":"maker page","retained":true},{"url":"https://www.medela.com/010-products/020-extra-pump-parts-sets/050-connectors/010-medela-personalfit-flex-connector/pdf-downloads/201-0535-2023-06-d-falt-ifu-personalfit-plus-multi.pdf","role":"manual","retained":true},{"url":"https://www.saferproducts.gov/RestWebServices/Recall?format=json&Manufacturer=Medela","role":"regulator recall search (CPSC (United States))","retained":true},{"url":"https://recalls-rappels.canada.ca/sites/default/files/opendata-donneesouvertes/HCRSAMOpenData.json","role":"regulator recall search (Health Canada)","retained":true},{"url":"https://www.productsafety.gov.au/rss/feed.xml/psa_recall","role":"regulator recall search (ACCC Product Safety Australia)","retained":true}],"reasoning":"low","embeddings":"skipped in the deep lane: no embedding call is made here","open_questions":["Does this exact 24 mm retail pack contain one shield or two?","Will this exact shield fit non-Flex Freestyle, Swing Maxi, Swing or Harmony pumps?","What are the shield's overall dimensions?","How much does each shield weigh?","What exact materials are used?","How thick is the shield and rim?","How should the shield be cleaned and sterilised?","Is it dishwasher-safe or microwave-steriliser-safe?","How often should the shield be replaced?","What parts tend to crack, warp or lose flexibility?","Does the surface discolour or develop a cloudy finish?","Can any coating or printed marking rub off?","What warranty covers this shield?","What nipple measurement range is suitable for the 24 mm tunnel?","Are connectors or other pump parts required but sold separately?"]}}