{"id":"W2118275102","doi":"10.1136/oem.2010.055202","title":"Long-term effects of an intervention on psychosocial work factors among healthcare professionals in a hospital setting","year":2010,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Psychosocial; Intervention (counseling); Medicine; Health care; Social support; Mental health; Workload; Nursing; Physical therapy; Psychology; Psychiatry","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":[0.001195388,0.0004571858,0.0005172453,0.0004480402,0.0006636758,0.0003567823,0.000496986,0.0007217464,0.002314546],"category_scores_gemma":[0.002160064,0.0002116326,0.0005109814,0.0002120903,0.0003987405,0.0002418705,0.000737527,0.0005692401,0.0001801216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006014383,"about_ca_system_score_gemma":0.001455425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798608,"about_ca_topic_score_gemma":0.003215049,"domain_scores_codex":[0.9991434,0.0003485467,0.00007636559,0.00009409159,0.0001014564,0.0002362074],"domain_scores_gemma":[0.9984762,0.0004491075,0.0002692581,0.00007961084,0.0001168589,0.0006089712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.08594967,0.5100836,0.04186715,0.00344413,0.0007465204,0.0004392854,0.002903947,0.001292775,0.02916202,0.0001285388,0.0009288134,0.3230536],"study_design_scores_gemma":[0.02666981,0.5862924,0.374416,0.0003163695,0.0006930571,0.0000947853,0.001164935,0.0008364985,0.007376243,0.00008369098,0.001992172,0.00006400186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991824,0.0001917403,0.00008523065,0.00005911474,0.0000295363,0.0002438733,0.00002035995,0.00001188503,0.0001758835],"genre_scores_gemma":[0.9978309,0.0002171999,0.0007955776,0.00009243029,0.00008080449,0.0005839248,0.00006086305,0.000001868894,0.000336401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002314546,"threshold_uncertainty_score":0.007742882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732407056784688,"score_gpt":0.3931225850800208,"score_spread":0.3757985145121739,"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."}}