{"id":"W2028755608","doi":"10.1002/ajim.20319","title":"Mental health and related disability among workers: A population‐based study","year":2006,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Health Research Board","keywords":"Medicine; Psychosocial; Mental health; Psychiatry; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005637264,0.0003194901,0.0003140856,0.0009545507,0.001000732,0.0006972865,0.0003779934,0.0006554848,0.001310038],"category_scores_gemma":[0.0008572445,0.0004547563,0.0003108398,0.001086117,0.0005358819,0.000476801,0.0005427056,0.0007568337,0.000365451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006541948,"about_ca_system_score_gemma":0.0008611541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03884102,"about_ca_topic_score_gemma":0.06076836,"domain_scores_codex":[0.9995543,0.00008600907,0.00003055401,0.00007411455,0.0001473646,0.0001076652],"domain_scores_gemma":[0.9996055,0.00004557697,0.00008927573,0.00002819037,0.0000716632,0.0001598863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004641305,0.0002262418,0.9979473,0.00000894941,0.00002461932,0.00009800358,0.0004763891,0.00001303786,0.0001649198,0.000007972403,0.0001185103,0.0008677635],"study_design_scores_gemma":[0.00001328535,0.0002586989,0.9986116,0.000006168519,0.00001445002,0.0001883646,0.0007097854,0.00004282328,0.00001754332,0.000007482246,0.0001266869,0.000003272844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994617,0.00005213187,0.00003769855,0.00002285342,0.000002544236,0.0000274375,0.0001922575,0.000001616717,0.000201886],"genre_scores_gemma":[0.9992689,0.0001067609,0.00006568807,0.00006562551,0.00001036345,0.00003129453,0.0002711868,8.760076e-7,0.0001792563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03884102,"threshold_uncertainty_score":0.07722986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913622653609462,"score_gpt":0.3940470976950379,"score_spread":0.3549108711589433,"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."}}