{"id":"W2793972479","doi":"10.1093/ije/dyy026","title":"Cohort Profile: The PROspective Québec (PROQ) Study on Work and Health","year":2018,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Université du Québec à Montréal; The Quebec Population Health Research Network","funders":"Canadian Institutes of Health Research; Medical Research Council Canada","keywords":"Prospective cohort study; Cohort; Cohort study; Gerontology; Medicine; Work (physics); Psychology; Physics; Internal medicine; Quantum mechanics","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":[0.01175507,0.0001402697,0.000508269,0.0001493144,0.0005876123,0.000005657398,0.0003850484,0.0001124379,0.0002701483],"category_scores_gemma":[0.003997806,0.00008127913,0.00006419127,0.0001222633,0.0002222568,0.00007317258,0.0001143118,0.001185658,0.0001139113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005344383,"about_ca_system_score_gemma":0.001075768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433787,"about_ca_topic_score_gemma":0.001877525,"domain_scores_codex":[0.9950754,0.00256374,0.001393,0.0002327264,0.0002746058,0.0004605398],"domain_scores_gemma":[0.9927836,0.004665122,0.001409292,0.0001865743,0.0007404159,0.0002149668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005878317,0.0001247004,0.940437,0.000007647387,0.0001574564,0.000009208357,0.003488265,0.000003087424,5.826577e-7,0.006171625,0.04314571,0.005866848],"study_design_scores_gemma":[0.0009812982,0.001627891,0.9627021,0.0002094623,0.00001375461,0.00003048833,0.001470398,0.00001571741,0.000001320962,0.003722171,0.02916202,0.00006340123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8015022,0.0005688259,0.0006275305,0.1872556,0.004243779,0.001380869,0.000004566771,0.00002062101,0.00439596],"genre_scores_gemma":[0.9725074,0.0001368518,0.0003853487,0.0232816,0.002970732,0.00006246631,0.000001896533,0.0000152744,0.0006383897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710052,"threshold_uncertainty_score":0.5151159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09338426186404498,"score_gpt":0.498112706165636,"score_spread":0.404728444301591,"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."}}