{"id":"W2150061011","doi":"10.1093/jnci/dju261","title":"Pan-Canadian Study of Mammography Screening and Mortality from Breast Cancer","year":2014,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Cancer Care Ontario; Public Health Agency of Canada; CancerCare Manitoba; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Mammography; Confidence interval; Demography; Breast cancer screening; Observational study; Population; Cancer; Standardized mortality ratio; Gynecology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002849013,0.000787946,0.001305244,0.001749031,0.004123941,0.00118922,0.001318702,0.001022667,0.007567659],"category_scores_gemma":[0.006563596,0.0005161958,0.001637116,0.007423979,0.000514868,0.0005357213,0.0009922548,0.001995082,0.0007624799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01921234,"about_ca_system_score_gemma":0.05115787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9792774,"about_ca_topic_score_gemma":0.9824661,"domain_scores_codex":[0.9972662,0.0003678488,0.0001663944,0.0003970353,0.001335877,0.0004665997],"domain_scores_gemma":[0.9952415,0.000202752,0.0005315073,0.0002376048,0.003095243,0.0006914177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009874547,0.0001807042,0.9365544,0.00175243,0.001413621,0.0002128328,0.0008779916,0.0002266676,0.0001978849,0.001858434,0.03452327,0.02121424],"study_design_scores_gemma":[0.0001370212,0.00005692082,0.9870132,0.0003415353,0.0004747445,0.0001009967,0.000247963,0.0002198367,0.00003747397,0.0001437416,0.01120407,0.00002256359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5097972,0.07739592,0.003085468,0.01205013,0.001118694,0.003474336,0.3295764,0.0002165721,0.06328527],"genre_scores_gemma":[0.9200692,0.01803604,0.004240444,0.001566813,0.0001719942,0.002372979,0.04110097,0.00005203995,0.01238954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072257,"threshold_uncertainty_score":0.1393959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072585567583717,"score_gpt":0.3770728655455405,"score_spread":0.2698143087871689,"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."}}