{"id":"W2107453866","doi":"10.1503/cmaj.111721","title":"Time to stop mammography screening?","year":2011,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task force; Mammography; Breast cancer screening; Preventive care; Medicine; Task (project management); Mammography screening; Cancer screening; Health care; Breast cancer; Family medicine; Computer science; Cancer; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001644347,0.0003221509,0.0006642298,0.0008157187,0.000273812,0.0001182051,0.0004778781,0.002222247,0.04717361],"category_scores_gemma":[0.001690561,0.0003024428,0.0004278315,0.0005513591,0.00005851624,0.0001092047,0.00003353766,0.00614883,0.004272976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546892,"about_ca_system_score_gemma":0.004898237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005792645,"about_ca_topic_score_gemma":0.003391236,"domain_scores_codex":[0.9942711,0.0001794037,0.0006573802,0.0003566002,0.003377056,0.001158442],"domain_scores_gemma":[0.9947589,0.0001131369,0.0003568607,0.0002565832,0.0008670783,0.003647462],"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":[0.00001579421,0.000005032955,0.004624983,0.00001332292,0.000258501,0.00784763,0.0001008322,3.264966e-7,6.160532e-7,0.000001898255,0.9709862,0.01614484],"study_design_scores_gemma":[0.0005212885,0.0001880321,0.004288082,0.0005953584,0.0001638301,0.001868315,0.00004909965,0.00001095669,0.000001457855,0.00003036189,0.9919847,0.0002984659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008064451,0.0003490721,0.0001052586,0.9655049,0.0008722406,0.0002658188,0.00009560354,0.0000461369,0.03195448],"genre_scores_gemma":[0.000209503,0.00004384517,0.0007268834,0.9609953,0.01893406,0.00001168033,0.000111286,0.00005791366,0.01890953],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04290063,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795707337343908,"score_gpt":0.2682937331743019,"score_spread":0.2403366598008628,"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."}}