{"id":"W4412420739","doi":"10.1177/22925503251355977","title":"Recommendations for a Canadian Breast Implant Registry","year":2025,"lang":"en","type":"review","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Breast implant; Medicine; Government (linguistics); MEDLINE; Family medicine; Grey literature; Patient registry; German; Implant; Geography; Surgery; Political science; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06062195,0.001270672,0.00287547,0.01315202,0.002846757,0.005587347,0.006987842,0.006139494,0.02417781],"category_scores_gemma":[0.1494196,0.001201197,0.006387994,0.01402116,0.00230989,0.007920248,0.004200923,0.005609485,0.006385582],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02324207,"about_ca_system_score_gemma":0.1930768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4528443,"about_ca_topic_score_gemma":0.4851882,"domain_scores_codex":[0.9504125,0.01853516,0.01084727,0.002014031,0.01630292,0.001888158],"domain_scores_gemma":[0.7449444,0.03696586,0.01733805,0.005217957,0.1888804,0.006653335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000126927,0.00006921385,0.003126588,0.06308933,0.000440701,0.0002827357,0.0008213217,0.0003395488,0.0003749313,0.009614997,0.6523755,0.2693383],"study_design_scores_gemma":[0.0002672399,0.00004982337,0.006058102,0.1374272,0.0007896448,0.0003338047,0.001072623,0.0001440707,0.0001935411,0.002963628,0.8505898,0.0001104846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001769279,0.361435,0.01198485,0.4826482,0.01532442,0.01587238,0.01929761,0.0009810361,0.09068716],"genre_scores_gemma":[0.02828152,0.5484389,0.1580022,0.1888238,0.003991755,0.02015528,0.02125266,0.0002984742,0.03075537],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9767579,"threshold_uncertainty_score":0.900417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06120966051707982,"score_gpt":0.3130309101869853,"score_spread":0.2518212496699055,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}