{"id":"W2162734639","doi":"10.1093/occmed/kqs128","title":"The psychosocial work environment and incident diabetes in Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Work (physics); Diabetes mellitus; Medicine; Gerontology; Environmental health; Psychology; Psychiatry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006463,0.00008837155,0.0001375136,0.00002902745,0.0006462975,0.00000167766,0.00006255595,0.00006577183,0.0008619312],"category_scores_gemma":[0.0001811405,0.00005728018,0.000007591453,0.00007732606,0.00006679531,0.00004431335,0.00003651884,0.0004551529,0.00002379265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008271298,"about_ca_system_score_gemma":0.0007232187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8064358,"about_ca_topic_score_gemma":0.971226,"domain_scores_codex":[0.9985111,0.0001870116,0.0003570207,0.000106754,0.0003457055,0.0004923837],"domain_scores_gemma":[0.9983105,0.001232243,0.0001153742,0.0001064681,0.00001706602,0.0002183718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005182762,0.000009148254,0.9552695,0.00001293012,0.000003912641,4.468218e-7,0.001616482,0.000001522007,0.000001764635,0.0011235,0.04063726,0.001271696],"study_design_scores_gemma":[0.0004410696,0.00001413917,0.8288482,0.0001170086,0.000004604923,1.253164e-7,0.0004238994,0.00000378335,3.950599e-7,0.0003779785,0.1697231,0.00004569281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783927,0.0009612389,0.000006495964,0.01491966,0.00139181,0.0003756317,0.000001642656,0.000006143293,0.00394471],"genre_scores_gemma":[0.9932237,0.00008630592,0.00005720719,0.00442197,0.0006806621,0.0001268486,0.00002432631,0.00000754544,0.001371424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647902,"threshold_uncertainty_score":0.9437543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534753058251634,"score_gpt":0.3404067854285832,"score_spread":0.3150592548460669,"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."}}