{"id":"W2725855738","doi":"10.9778/cmajo.20160045","title":"Cancer incidence attributable to lifestyle and environmental factors in Alberta in 2012: summary of results","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Incidence (geometry); Environmental health; Cancer incidence; Medicine; Cancer; Demography; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001325037,0.0008004084,0.0004760807,0.002875798,0.0003097254,0.0008311206,0.0007246786,0.0002685274,0.001431915],"category_scores_gemma":[0.001661584,0.0002555928,0.001406129,0.005343727,0.0001683886,0.000167593,0.0005287966,0.0002726756,0.0003287318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006904172,"about_ca_system_score_gemma":0.008792609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9340964,"about_ca_topic_score_gemma":0.9466698,"domain_scores_codex":[0.9992471,0.00008394496,0.00006826656,0.0001029685,0.0003894531,0.0001083596],"domain_scores_gemma":[0.9989856,0.00007353773,0.0001374301,0.00003802012,0.0006827816,0.00008263151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005532795,0.00004181013,0.9389992,0.0006869638,0.001193811,0.0001173342,0.0001720547,0.004785175,0.0003364821,0.0001216712,0.01603187,0.03696024],"study_design_scores_gemma":[0.0000288997,0.00005031793,0.9920458,0.00007221657,0.0007942297,0.00008840863,0.0002044263,0.001036446,0.0001852662,0.00003276802,0.005440331,0.00002079651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5972665,0.0226278,0.004978297,0.001142701,0.0002202006,0.00042628,0.3521639,0.001015058,0.02015925],"genre_scores_gemma":[0.8352057,0.009165782,0.004398639,0.0003816914,0.0001084145,0.0001385045,0.14222,0.00006807991,0.008313248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0659036,"threshold_uncertainty_score":0.1325834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900261391253113,"score_gpt":0.3251916326057309,"score_spread":0.2961890186931997,"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."}}