{"id":"W2195284129","doi":"10.1016/j.ypmed.2015.11.026","title":"The period prevalence of risk behavior co-occurrence among Canadians","year":2015,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Waterloo; McMaster University; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Environmental health; Psychological intervention; Population; Public health; Demography; Gerontology; Longitudinal study; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005741583,0.0001695477,0.0003476119,0.0000764849,0.0001072218,0.000004523515,0.0001718795,0.00004624153,0.0002270938],"category_scores_gemma":[0.0008616824,0.00009507622,0.00008464862,0.0002067602,0.0006919069,0.00007395541,0.00001945776,0.0001811354,0.00002071507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118242,"about_ca_system_score_gemma":0.0001973993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008575459,"about_ca_topic_score_gemma":0.002313774,"domain_scores_codex":[0.9985992,0.0001067569,0.0003307474,0.0002223531,0.0004668476,0.0002740574],"domain_scores_gemma":[0.9986049,0.0002456625,0.0002175589,0.0004050973,0.0002351914,0.000291597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009711444,0.00007649618,0.9806622,0.00003085142,0.00007542357,0.00005532889,0.008922758,3.679881e-7,0.00002452694,0.00003684991,0.004084062,0.005934037],"study_design_scores_gemma":[0.00316206,0.0004647108,0.9857233,0.0003780546,0.0009695607,0.0000253875,0.006932476,0.00001318556,0.0005842667,0.00009738601,0.001543131,0.0001064635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923204,0.004392178,0.00004016336,0.0004287396,0.000338658,0.0006753705,0.00005391592,0.00003195017,0.001718666],"genre_scores_gemma":[0.995444,0.0007205556,0.00006287709,0.00004130608,0.0001191972,0.00008276663,0.00004725268,0.00001116828,0.003470896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005827574,"threshold_uncertainty_score":0.3877096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432801198116419,"score_gpt":0.3221273071809821,"score_spread":0.2877992951998179,"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."}}