{"id":"W1885808954","doi":"10.1093/jnci/djv232","title":"Mammography Screening Still Brings Mixed Advice:","year":2015,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; Medicine; Harm; Breast cancer; Family medicine; Overdiagnosis; Cancer; Political science; Law; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01562191,0.001131261,0.002332235,0.002866916,0.005816489,0.01072339,0.002804664,0.01958555,0.02470766],"category_scores_gemma":[0.09205273,0.0009395271,0.001929518,0.001777578,0.008574741,0.02085179,0.005417601,0.03475922,0.01394369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004768316,"about_ca_system_score_gemma":0.008821756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009005433,"about_ca_topic_score_gemma":0.01904701,"domain_scores_codex":[0.9831935,0.007002394,0.001167255,0.001737226,0.005818479,0.001081122],"domain_scores_gemma":[0.9375166,0.03121445,0.002245791,0.002636736,0.01516389,0.01122247],"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":[0.00005026066,0.00005145412,0.0008182552,0.0003023129,0.00005719097,0.0002162986,0.0005370834,0.00002674611,0.0001029655,0.004291041,0.9150263,0.07852013],"study_design_scores_gemma":[0.00009603023,0.0001347403,0.001897576,0.003908169,0.0001176139,0.001362761,0.004303963,0.0001648653,0.0001736652,0.02557597,0.9621442,0.0001204149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003671994,0.02166079,0.0004259604,0.9578514,0.01650071,0.000005940611,0.00007198852,0.00008897071,0.003027056],"genre_scores_gemma":[0.00712893,0.03123017,0.001289867,0.9236169,0.02976284,0.00002572424,0.0001432246,0.000194837,0.006607377],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02470766,"threshold_uncertainty_score":0.08265531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1782242770062933,"score_gpt":0.3936474225541216,"score_spread":0.2154231455478283,"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."}}