{"id":"W3048442069","doi":"10.1097/gox.0000000000002906","title":"Analysis of Allergan’s Biocell Implant Recall in a Major University Breast Center","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Recall; Medicine; Implant; Anaplastic large-cell lymphoma; Breast implant; Surgery; Lymphoma; Psychology; Internal medicine","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":[0.004530577,0.0003500482,0.0002498626,0.003165502,0.003060415,0.001935005,0.0009065191,0.0006754877,0.002209642],"category_scores_gemma":[0.01660092,0.0002928321,0.0003093669,0.002528887,0.0009424364,0.0007576455,0.002934554,0.00102392,0.0004255177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003354056,"about_ca_system_score_gemma":0.00357291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404,"about_ca_topic_score_gemma":0.02237199,"domain_scores_codex":[0.9946466,0.001847746,0.0006480017,0.0004395843,0.001483196,0.0009348242],"domain_scores_gemma":[0.9830242,0.006429122,0.005794557,0.0007321993,0.002879987,0.001139855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004447245,0.0003246723,0.6177034,0.0008173147,0.00006483187,0.009693757,0.2674085,0.0003240292,0.003286768,0.0008740057,0.01402208,0.08503598],"study_design_scores_gemma":[0.000009123536,0.0003339635,0.474022,0.0005186194,0.0000449125,0.004232347,0.4857321,0.0004090459,0.001979769,0.000189792,0.03245392,0.00007436893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942274,0.0004944811,0.0006970533,0.0007528652,0.00005130098,0.0001635408,0.0006705656,0.000031314,0.002911528],"genre_scores_gemma":[0.9946806,0.0006119788,0.001390115,0.0005612063,0.00007427494,0.0001681889,0.0007986375,0.00002616719,0.001688845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01404,"threshold_uncertainty_score":0.02791655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136420059122503,"score_gpt":0.2395183249077878,"score_spread":0.2181541243165628,"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."}}