{"id":"W2521903768","doi":"10.9778/cmajo.20160070","title":"Cancer incidence attributable to alcohol consumption in Alberta in 2012","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Cape Breton University","funders":"","keywords":"Alcohol consumption; Incidence (geometry); Consumption (sociology); Environmental health; Cancer; Medicine; Cancer incidence; Alcohol; Attributable risk; Demography; Internal medicine; Biology; Sociology; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000577849,0.0001170416,0.0003400337,0.0001766323,0.00003750049,0.00002341437,0.0001961342,0.00009671181,0.003064455],"category_scores_gemma":[0.0003256612,0.00008531289,0.0000215779,0.0002440639,0.00003487329,0.0003674801,0.0001851827,0.0001351922,0.002506562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004252704,"about_ca_system_score_gemma":0.0002460082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0269974,"about_ca_topic_score_gemma":0.06931584,"domain_scores_codex":[0.9987654,0.00008131427,0.0002995304,0.0003176887,0.0001530138,0.0003830215],"domain_scores_gemma":[0.9991135,0.0002354047,0.00005780116,0.0002934773,0.00004865398,0.0002511419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003392472,0.00006239659,0.9733526,0.00007636641,0.000005576282,0.0000241019,0.0002420258,0.000002916233,0.003873568,0.0003061885,0.007200296,0.01451477],"study_design_scores_gemma":[0.003549655,0.00007648183,0.9553431,0.001371479,0.000009201674,0.00001265289,0.00001053064,0.0000232344,0.001060716,0.00005018187,0.03835759,0.0001351744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976231,0.0003760511,0.00008123603,0.01896994,0.0001960884,0.002027046,0.000009526871,0.00001581385,0.002093322],"genre_scores_gemma":[0.9822542,0.0003706994,0.0001819724,0.004899413,0.00005336439,0.0004946699,0.000005851724,0.00001591707,0.01172389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04231844,"threshold_uncertainty_score":0.9982701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614457961933083,"score_gpt":0.4464602560966648,"score_spread":0.2850144599033565,"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."}}