{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003024748,0.000114503,0.0001882207,0.0005754791,0.0001138466,0.000365049,0.0002277365,0.0002219061,0.001581721],"category_scores_gemma":[0.01216418,0.00008246893,0.0005932231,0.0004983508,0.0002382396,0.0003572614,0.0005540972,0.0002907052,0.00009692556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004069285,"about_ca_system_score_gemma":0.0004977676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026298,"about_ca_topic_score_gemma":0.004577154,"domain_scores_codex":[0.9979436,0.001427925,0.00006655539,0.0001096244,0.0003051223,0.0001472681],"domain_scores_gemma":[0.993804,0.003825828,0.001338568,0.0003761627,0.0003572179,0.0002982741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001309954,0.00009444103,0.9412914,0.0001506464,0.0003558045,0.0001717697,0.0001056539,0.001569992,0.0007389506,0.001723865,0.000456517,0.05203101],"study_design_scores_gemma":[0.000009060287,0.0003083014,0.9977052,0.00002197785,0.00007346736,0.00009512735,0.00004043968,0.0003624342,0.0001901969,0.0002339939,0.0009568824,0.000002987555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759818,0.01065527,0.0006576499,0.001674335,0.00007616916,0.00002948914,0.0008867734,0.0000176819,0.01002075],"genre_scores_gemma":[0.9978871,0.001195998,0.0001951377,0.000102729,0.00006842077,0.000006424395,0.0002016491,0.0000016019,0.0003409523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003024748,"threshold_uncertainty_score":0.01599658,"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."}}