{"id":"W4282970981","doi":"10.1093/asj/sjac158","title":"The Macrotextured Implant Recall: Breast Implant–Associated-Anaplastic Large Cell Lymphoma Risk Aversion in Cosmetic and Reconstructive Plastic Surgery Practices","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Anaplastic large-cell lymphoma; Reconstructive surgery; Breast implant; Retrospective cohort study; Plastic surgery; Population; Cohort; Surgery; Dentistry; Odds ratio; Implant; Internal medicine; Lymphoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009333555,0.0001176916,0.0001162069,0.0009459556,0.0003296294,0.0006535844,0.0002721152,0.0003335604,0.002343494],"category_scores_gemma":[0.005304382,0.0001294871,0.0002202741,0.0008869387,0.000402728,0.000601786,0.0006021844,0.0004636094,0.0001476249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458134,"about_ca_system_score_gemma":0.0003314151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143405,"about_ca_topic_score_gemma":0.001739537,"domain_scores_codex":[0.9992951,0.0002286517,0.00009971434,0.00008389514,0.0001896012,0.0001030159],"domain_scores_gemma":[0.9939511,0.001616874,0.003756569,0.0001149339,0.0002181217,0.0003424926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002980307,0.00001793459,0.9971662,0.00001078845,0.000005393667,0.0002528576,0.0003020678,0.00001018266,0.00006559462,0.00001328045,0.00005862506,0.002067269],"study_design_scores_gemma":[0.000002107335,0.0001087708,0.9927242,0.00002889939,0.00001468395,0.003854563,0.002668284,0.0001246103,0.00011455,0.00002524509,0.0003292764,0.000004847459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989938,0.0003914635,0.00004923114,0.0001050388,0.000003550556,0.000005597407,0.00002841988,0.000001461807,0.0004214416],"genre_scores_gemma":[0.9997515,0.0001164433,0.0000353653,0.00002848438,0.000006886846,0.000002328185,0.00001839832,5.797091e-7,0.00003999708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002343494,"threshold_uncertainty_score":0.007839799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205345536595842,"score_gpt":0.2295469062997056,"score_spread":0.2174934509337472,"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."}}