{"id":"W2550742934","doi":"10.1016/j.jpsychores.2016.11.003","title":"Combined exposure to adverse psychosocial work factors and medically certified absence for mental health problems: A 5-year prospective study","year":2016,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de Géomatique du Québec","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Stressor; Mental health; Prospective cohort study; Job strain; Medicine; Risk factor; Adverse effect; Psychiatry; Clinical psychology; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001819948,0.001397703,0.001036503,0.002047509,0.003107562,0.002199427,0.001027346,0.002802612,0.002218836],"category_scores_gemma":[0.002308029,0.002582774,0.0025657,0.002102116,0.001283985,0.002571726,0.002196197,0.003106165,0.001033931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222734,"about_ca_system_score_gemma":0.001291635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03072798,"about_ca_topic_score_gemma":0.0332843,"domain_scores_codex":[0.9983867,0.00045696,0.000149596,0.0003692896,0.0001689658,0.0004683618],"domain_scores_gemma":[0.9965082,0.000348544,0.0008086812,0.0003368583,0.000431036,0.001566783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005590305,0.0009024451,0.9971032,0.000007230467,0.0001729868,0.0002421116,0.0002860596,0.0000241487,0.0002671742,0.000009260114,0.00005212793,0.0003742029],"study_design_scores_gemma":[0.00002354421,0.001199487,0.9973245,0.000006634314,0.00008052474,0.0002181521,0.0009003572,0.00006787935,0.00004796728,0.00001030787,0.0001064383,0.00001428006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999332,0.0001633623,0.00005760536,0.00003049464,0.0000165279,0.00001855956,0.0001794851,0.000003070088,0.0001988459],"genre_scores_gemma":[0.9985089,0.0001460761,0.00009504912,0.00006580671,0.00002357302,0.00003617,0.000494321,0.000004366946,0.0006257999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03072798,"threshold_uncertainty_score":0.06109828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09589475198486447,"score_gpt":0.4794342213632726,"score_spread":0.3835394693784082,"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."}}