{"id":"W2892458295","doi":"10.1136/oemed-2018-105138","title":"Association between dimensions of the psychosocial and physical work environment and latent smoking trajectories: a 16-year cohort study of the Canadian workforce","year":2018,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Psychology; Cohort; Job strain; Workforce; Population; Odds; Logistic regression; Demography; Environmental health; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001012869,0.0004254508,0.0004005876,0.001196924,0.002725357,0.001181055,0.001200127,0.0004419028,0.001559303],"category_scores_gemma":[0.001285632,0.0003970123,0.0006260247,0.002806431,0.0006013133,0.0004305115,0.001000927,0.000856726,0.000204833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009500482,"about_ca_system_score_gemma":0.0199999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842438,"about_ca_topic_score_gemma":0.9886715,"domain_scores_codex":[0.999342,0.00002746175,0.00002641379,0.0001215771,0.0002344201,0.0002480256],"domain_scores_gemma":[0.9991373,0.00003031393,0.0001741074,0.00005195442,0.0003623089,0.0002439349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002570783,0.00001635243,0.9973953,0.00001724943,0.0000384217,0.00002708522,0.0004148248,0.00003810024,0.0001127536,0.00005125099,0.0003616819,0.001501184],"study_design_scores_gemma":[0.000002613295,0.00001019279,0.9989743,0.0000168551,0.00001364434,0.0000183482,0.0004643378,0.00009317822,0.000015492,0.00001607583,0.0003703146,0.000004555065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928972,0.000525711,0.0002189645,0.0002173424,0.00001402799,0.0000703024,0.005095077,0.000007780619,0.0009536188],"genre_scores_gemma":[0.9958999,0.0004209008,0.0002623283,0.00006520141,0.000005388847,0.00004141933,0.002678514,0.000004021824,0.0006225029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575625,"threshold_uncertainty_score":0.06893122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147065181174099,"score_gpt":0.2673944838060974,"score_spread":0.2459238319943564,"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."}}