{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194709,0.0002410273,0.001122024,0.0003904828,0.00004934375,0.00002633907,0.0002266719,0.0001546845,0.0006305387],"category_scores_gemma":[0.00008481384,0.0002232979,0.0003290264,0.001941476,0.0002136773,0.0002420871,0.0001997315,0.0001937522,0.00003285714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334345,"about_ca_system_score_gemma":0.0003689637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009522069,"about_ca_topic_score_gemma":0.0006520621,"domain_scores_codex":[0.998248,0.0001379088,0.0005350614,0.0005166041,0.000211135,0.0003512493],"domain_scores_gemma":[0.9986392,0.0003955025,0.0002946678,0.0001825917,0.000150261,0.0003378396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00368088,0.0001538369,0.9533967,0.00005850519,0.001914,0.0003112187,0.00009881434,0.0000174045,0.0001287945,0.0001485808,0.0005701748,0.03952102],"study_design_scores_gemma":[0.003149725,0.0001088621,0.9698048,0.000282203,0.001372133,0.0214731,0.001475957,0.001320772,0.0001843041,0.00005180134,0.0003720364,0.0004043118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932331,0.00002139104,0.0001854933,0.0003973418,0.0005199219,0.0003665589,0.002263972,0.00003005574,0.00298219],"genre_scores_gemma":[0.9990512,0.000021492,0.0005291611,0.00007246234,0.00005072369,0.000001835088,0.0002351451,0.00001015335,0.000027802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03911671,"threshold_uncertainty_score":0.9105825,"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."}}