{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006608227,0.0003043633,0.0006421841,0.0004131391,0.0004863284,0.0001496391,0.000196774,0.001378785,0.004681354],"category_scores_gemma":[0.0007804243,0.0002641293,0.0001869325,0.0002044068,0.00007485196,0.00009582667,0.00003006957,0.004993354,0.00004319647],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003447795,"about_ca_system_score_gemma":0.01309618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0504209,"about_ca_topic_score_gemma":0.05292637,"domain_scores_codex":[0.9962078,0.0001793216,0.0005894513,0.0002875414,0.001752234,0.0009836253],"domain_scores_gemma":[0.99566,0.0003532602,0.0004912964,0.000175531,0.0005960814,0.00272381],"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":[0.000002433266,0.000005293766,0.03030225,0.00006179865,0.0001203399,0.0009998222,0.000376625,2.254636e-7,5.205256e-8,0.0000034095,0.7675017,0.200626],"study_design_scores_gemma":[0.0006824011,0.00003494451,0.2879374,0.0007248423,0.00009765616,0.006055586,0.0002293668,0.000007025554,1.031496e-7,0.000002448571,0.7040625,0.0001657375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001955829,0.01424188,0.000009681293,0.9817226,0.0006166538,0.0002354059,0.0005970235,0.0000236351,0.0005973292],"genre_scores_gemma":[0.01582297,0.004201094,0.00007584461,0.9418079,0.03644366,0.00001928428,0.0002093377,0.00006130017,0.001358659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2576351,"threshold_uncertainty_score":0.9999811,"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."}}