{"id":"W2143988845","doi":"10.1503/cmaj.1041498","title":"Breast cancer screening, diagnostic accuracy and health care policies","year":2005,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Breast cancer screening; Breast cancer; Psychological intervention; Medicine; Cancer screening; Burden of disease; Health care; Intensive care medicine; Disease; Family medicine; Cancer; Mammography; Pathology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01270963,0.0003050643,0.0007529538,0.001255442,0.003223964,0.004996248,0.001738422,0.0424987,0.006346886],"category_scores_gemma":[0.1164672,0.0004047623,0.0006102101,0.001566036,0.005665479,0.003825695,0.001250874,0.01706347,0.001180026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01797259,"about_ca_system_score_gemma":0.01434126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09146143,"about_ca_topic_score_gemma":0.1465717,"domain_scores_codex":[0.9861258,0.0056016,0.001598723,0.000829038,0.004034912,0.001809836],"domain_scores_gemma":[0.9346425,0.05020173,0.003206629,0.0007453882,0.006640542,0.00456324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002431427,0.0001073365,0.0170434,0.00022869,0.00004692439,0.001518498,0.0004923798,0.0004910213,0.0002074834,0.05020408,0.8737069,0.05571022],"study_design_scores_gemma":[0.0004705931,0.000371245,0.05801753,0.003627138,0.0001887049,0.005889445,0.002534322,0.003809068,0.0006446815,0.1365222,0.7876753,0.0002497866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00103046,0.001698778,0.00002892913,0.9931016,0.000955566,0.000002471359,0.00002696428,0.000003739478,0.003151524],"genre_scores_gemma":[0.04690507,0.003434721,0.0003024053,0.9324138,0.01378831,0.00001939317,0.00005653703,0.000007844266,0.00307199],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09146143,"threshold_uncertainty_score":0.1818581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429578245282179,"score_gpt":0.2878789294614968,"score_spread":0.2735831470086751,"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."}}