{"id":"W2018376023","doi":"10.1002/ijc.27603","title":"Canadian breast implant cohort: Extended follow‐up of cancer incidence","year":2012,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Université Laval; Health Canada; Centre hospitalier universitaire de Québec; Public Health Agency of Canada","funders":"Health Canada","keywords":"Medicine; Breast cancer; Implant; Incidence (geometry); Rate ratio; Cohort; Cohort study; Confidence interval; Population; Breast implant; Breast augmentation; Cancer; Gynecology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002037368,0.00009693666,0.0002463759,0.0002888813,0.00002517967,0.00001139271,0.0001568056,0.00007022567,0.001108712],"category_scores_gemma":[0.00001350584,0.00007389812,0.0001303565,0.00008037894,0.00005020535,0.0002507406,0.00001535325,0.0001940076,0.000005721632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006189062,"about_ca_system_score_gemma":0.001071901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09952393,"about_ca_topic_score_gemma":0.06491587,"domain_scores_codex":[0.9987879,0.00001745601,0.0004101619,0.00007007312,0.0005045303,0.0002098207],"domain_scores_gemma":[0.998413,0.00002441959,0.0003966396,0.00006564021,0.0007818873,0.0003184467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000381992,0.00003394278,0.7927147,0.0000131563,0.0007736802,0.00005603491,0.0001919993,0.000009943334,0.001949769,0.0001190591,0.002715248,0.2010405],"study_design_scores_gemma":[0.001598774,0.00003775654,0.9211003,0.0004968149,0.0002465132,0.06907121,0.00007116944,0.00002523817,0.003177609,0.00007528876,0.004005045,0.00009426698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862034,0.002485591,0.00004566069,0.002130379,0.008310641,0.00008060195,0.00022078,0.000004333866,0.0005185576],"genre_scores_gemma":[0.9967331,0.0004461124,0.0001069346,0.0002050489,0.002038636,0.000005406235,0.000007797985,0.00001066974,0.0004462985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2009463,"threshold_uncertainty_score":0.9998044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211728997527407,"score_gpt":0.3122806472865248,"score_spread":0.3001633573112507,"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."}}