{"id":"W2087661256","doi":"10.1097/hcm.0b013e3181fa022e","title":"Contribution of the Psychosocial Work Environment to Psychological Distress Among Health Care Professionals Before and During a Major Organizational Change","year":2010,"lang":"en","type":"article","venue":"The Health Care Manager","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Psychology; Restructuring; Autonomy; Distress; Psychological distress; Health care; Work (physics); Applied psychology; Social support; Clinical psychology; Social psychology; Mental health; Psychiatry; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001000341,0.0002499025,0.000435854,0.00007830672,0.003475648,0.00001298327,0.0003709633,0.0002795213,0.0002150919],"category_scores_gemma":[0.0001527107,0.0001514785,0.00007329926,0.0004648113,0.0001889035,0.0000671454,0.0003875458,0.001305035,0.00004813659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000425069,"about_ca_system_score_gemma":0.0002018931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004513952,"about_ca_topic_score_gemma":0.002555383,"domain_scores_codex":[0.9961705,0.001076001,0.0007976459,0.0004683762,0.0005258335,0.0009616853],"domain_scores_gemma":[0.997941,0.0002208927,0.0006094103,0.0006064623,0.0001709194,0.0004513531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006278788,0.0001810533,0.7802961,0.002800461,0.0000379697,0.000003242858,0.176907,0.000003828048,0.00001748087,0.0083027,0.01467539,0.01614686],"study_design_scores_gemma":[0.0009046128,0.0001198274,0.9819128,0.0006487864,0.0000122363,0.000001474125,0.01070024,0.000001468522,0.000005001462,0.0001926248,0.005365229,0.0001357166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836846,0.0008935368,0.00004229827,0.1081454,0.001789252,0.005025933,0.0001277939,0.00006370538,0.0002273937],"genre_scores_gemma":[0.980369,0.0000756872,0.0001586528,0.01727879,0.001007467,0.0006309554,0.0001177225,0.00004251266,0.0003191719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2016166,"threshold_uncertainty_score":0.9978217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013858412311976,"score_gpt":0.3552519725576044,"score_spread":0.3413935602456284,"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."}}