{"id":"W2130420106","doi":"10.1002/ijc.29925","title":"Impact of screening mammography on breast cancer mortality","year":2015,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Mammography; Breast cancer; Medicine; Demography; Population; Mortality rate; Breast cancer screening; Cancer; Gynecology; Oncology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003190918,0.0001182216,0.0002987463,0.0002495621,0.0000131994,0.0000200067,0.0002412088,0.00005009836,0.0004390769],"category_scores_gemma":[0.00005904987,0.00008521521,0.0003738022,0.000179442,0.00006409521,0.0002222195,0.00002762211,0.0002282901,0.000001897242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004259727,"about_ca_system_score_gemma":0.0006781909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00388917,"about_ca_topic_score_gemma":0.0001316957,"domain_scores_codex":[0.9979946,0.00002432468,0.0004503064,0.000106089,0.001276948,0.0001477555],"domain_scores_gemma":[0.9970993,0.00002443904,0.0005072413,0.0001084036,0.00201908,0.0002415527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002834741,0.0000860838,0.9553834,0.000006534324,0.001511718,0.0001201343,0.00012338,0.004117632,0.0007427816,0.00006162569,0.005515159,0.02949681],"study_design_scores_gemma":[0.002212353,0.0004588762,0.9938598,0.000814804,0.0001694133,0.0003196245,0.00008746706,0.00014969,0.0006679512,0.0001695724,0.00100579,0.0000846677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938396,0.001864192,0.0004166349,0.001560581,0.0008474214,0.00006052342,0.0001433423,0.000006701872,0.001261023],"genre_scores_gemma":[0.9976604,0.0003326842,0.0002819882,0.0005089171,0.001156492,0.000003577563,0.000002925525,0.00001109319,0.00004190053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03847639,"threshold_uncertainty_score":0.5879287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245253723149051,"score_gpt":0.4667880952009648,"score_spread":0.3422627228860597,"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."}}