{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543757,0.0006503657,0.0009792523,0.001316953,0.002145161,0.001167728,0.001269332,0.01693572,0.05115216],"category_scores_gemma":[0.01173781,0.0003475648,0.0009233187,0.0008077025,0.0008764911,0.002852712,0.0008822642,0.01334607,0.02960941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003513283,"about_ca_system_score_gemma":0.004544519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02582056,"about_ca_topic_score_gemma":0.05709556,"domain_scores_codex":[0.9988475,0.0002465296,0.0001423474,0.0001090558,0.0004355328,0.0002190828],"domain_scores_gemma":[0.9970848,0.0009324194,0.0002797027,0.00005455991,0.0007951799,0.0008533166],"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":[0.00003909925,0.00003917954,0.0003883511,0.00007351358,0.000004073443,0.0003805913,0.0000283382,0.00001793685,0.00009500779,0.0006891767,0.978605,0.01963982],"study_design_scores_gemma":[0.0001717602,0.0001349052,0.004283262,0.001652738,0.00002945264,0.002292034,0.0003993393,0.0002011333,0.0001880648,0.005987991,0.9846042,0.00005521727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002103809,0.005540474,0.000079724,0.9759051,0.007847175,0.00002741961,0.000202499,0.00004650898,0.01014067],"genre_scores_gemma":[0.004107189,0.008068106,0.0003963442,0.9469604,0.02069322,0.00008030204,0.00023175,0.00003455128,0.01942823],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05115216,"threshold_uncertainty_score":0.171121,"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."}}