{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007251923,0.0002400626,0.0003863723,0.001469421,0.0004097895,0.0005694974,0.0006881806,0.0005682089,0.001494006],"category_scores_gemma":[0.003443763,0.0003290758,0.00117611,0.00181505,0.0002684488,0.0007539744,0.001486619,0.0009378006,0.0002175726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002534149,"about_ca_system_score_gemma":0.001875889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2326708,"about_ca_topic_score_gemma":0.2873122,"domain_scores_codex":[0.9992746,0.0001068606,0.0001838341,0.0001362091,0.0001308014,0.0001677498],"domain_scores_gemma":[0.9979673,0.00009277624,0.001052169,0.00006967691,0.0004349942,0.0003831097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002138854,0.00003975749,0.9819621,0.0004064247,0.0004963414,0.0002434722,0.0007992527,0.0007197254,0.0002769467,0.0002501315,0.003753949,0.01083794],"study_design_scores_gemma":[0.000001953409,0.0000249602,0.9984587,0.00003447055,0.00003129236,0.00009515599,0.0001414307,0.0001988416,0.00001499112,0.00002035305,0.0009735311,0.000004317038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762847,0.004087032,0.0002380783,0.0007680244,0.00008979975,0.00002735665,0.01622397,0.00004094027,0.002240114],"genre_scores_gemma":[0.9925563,0.001198196,0.0001738822,0.0001273992,0.00002867687,0.00002742986,0.004624858,0.000004273189,0.001259112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326708,"threshold_uncertainty_score":0.462633,"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."}}