{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644783,0.0007074488,0.0005785399,0.002332139,0.002722917,0.001586345,0.001810752,0.001447689,0.004977485],"category_scores_gemma":[0.002708422,0.0005095947,0.001127747,0.00572275,0.0003746322,0.0008301075,0.001426489,0.001120524,0.001062116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008775873,"about_ca_system_score_gemma":0.01001471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9667591,"about_ca_topic_score_gemma":0.9760194,"domain_scores_codex":[0.9989756,0.0001956684,0.00007459765,0.0001902303,0.0002759052,0.0002880452],"domain_scores_gemma":[0.9972103,0.00009441216,0.0003899643,0.000223508,0.001479535,0.0006022573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002378158,0.00009123502,0.9822765,0.00003647148,0.000182328,0.00007074773,0.0002615375,0.0001307801,0.0002312171,0.0001309484,0.01242996,0.003920347],"study_design_scores_gemma":[0.00002650995,0.00003129933,0.9968239,0.00002411209,0.00003829177,0.00003007996,0.0002195891,0.0001508897,0.00002663925,0.00002429124,0.002593498,0.00001084989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935562,0.001860067,0.001062638,0.001297555,0.0001535465,0.0007989467,0.1934334,0.000106359,0.007731386],"genre_scores_gemma":[0.9041225,0.001056104,0.001281491,0.0008405847,0.00007554491,0.0009549695,0.07608451,0.00008114647,0.01550321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324085,"threshold_uncertainty_score":0.06687319,"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."}}