{"id":"W3139873449","doi":"10.1097/prs.0000000000007700","title":"A National Survey to Assess the Population’s Perception of Breast Implant-Associated Anaplastic Large Cell Lymphoma and Breast Implant Illness","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Anaplastic large-cell lymphoma; Breast implant; Breast cancer; Population; Implant; Lymphoma; Family medicine; Internal medicine; Surgery; Cancer; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009756498,0.0003338448,0.0007658233,0.0003995526,0.0003188515,0.00006119024,0.00007775552,0.0002231738,0.0002148803],"category_scores_gemma":[0.0007251037,0.000262764,0.0001842116,0.0006990872,0.0001708755,0.0002082782,0.0000841931,0.0002168841,0.00002016835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766681,"about_ca_system_score_gemma":0.0007220359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004227312,"about_ca_topic_score_gemma":0.001142124,"domain_scores_codex":[0.9972138,0.0004458143,0.0007304794,0.0005376657,0.000574614,0.0004975842],"domain_scores_gemma":[0.9938009,0.004346332,0.0003883985,0.0001976634,0.001004306,0.0002624067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00104163,0.0004169354,0.9289631,0.0001529,0.0003205701,0.00007554865,0.0001903637,0.00001241021,0.00120667,0.000118498,0.0008170959,0.06668428],"study_design_scores_gemma":[0.001365564,0.00003910048,0.8482689,0.0002769131,0.000141969,0.1480821,0.0008930468,0.0004222999,0.0001507819,0.00008059862,0.00001054549,0.0002681751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907765,0.0000350019,0.0004693572,0.0001118495,0.00230754,0.0002767478,0.005851704,0.00005139839,0.0001198895],"genre_scores_gemma":[0.9977978,0.00001906339,0.0001342376,0.00004956698,0.0002130586,0.00002404838,0.001666816,0.00003455902,0.0000608241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480066,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349244126754545,"score_gpt":0.2560974203741688,"score_spread":0.2326049791066234,"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."}}