{"id":"W3177529707","doi":"10.1007/s12282-021-01271-8","title":"Average lifespan shortened due to breast cancer in Australia, 1990–2015","year":2021,"lang":"en","type":"article","venue":"Breast Cancer","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Cancer Foundation; Alberta Health Services","funders":"","keywords":"Breast cancer; Medicine; Demography; Cancer; Surgical oncology; Mortality rate; Population; Gerontology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006888232,0.0003167555,0.0004666863,0.0002477547,0.0003199109,0.0002049176,0.0005280491,0.0001791408,0.006123213],"category_scores_gemma":[0.00002318414,0.0003423599,0.0001894359,0.001778608,0.0002122264,0.0003594859,0.0001734107,0.0002898163,0.0001701275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007316488,"about_ca_system_score_gemma":0.0006548825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2010166,"about_ca_topic_score_gemma":0.4320112,"domain_scores_codex":[0.9964427,0.0003226748,0.0004588549,0.0007898897,0.0009539417,0.001031951],"domain_scores_gemma":[0.998543,0.00003618825,0.0001236307,0.0005119149,0.0003498961,0.0004353421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001405185,0.0003260585,0.9054335,0.00007845154,0.0001994682,0.0005499821,0.005506712,0.002270698,0.0001889795,0.003604475,0.01986873,0.06183248],"study_design_scores_gemma":[0.0004990441,0.00000754298,0.9488289,0.0001648681,0.00004345706,0.0000230921,0.001115288,0.00002797752,0.00004892458,0.000308672,0.04845913,0.000473099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515919,0.000856222,0.00009653528,0.02943819,0.003297152,0.001059514,0.001850157,0.0002094367,0.01160087],"genre_scores_gemma":[0.9894282,0.0005937687,0.00009511001,0.001775927,0.001271397,0.0003956765,0.00001496704,0.00004182624,0.006383084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309947,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331137357779426,"score_gpt":0.3366366985087402,"score_spread":0.3133253249309459,"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."}}