{"id":"W1982265547","doi":"10.1002/smi.884","title":"How hospital consultants cope with stress at work: implications for their mental health","year":2001,"lang":"en","type":"article","venue":"Stress and Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Odds; Psychiatry; Odds ratio; Medical prescription; Medicine; Quarter (Canadian coin); Psychiatric hospital; Work stress; Psychology; Work (physics); Family medicine; Nursing; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001518869,0.0002068632,0.0001997832,0.0004733297,0.001205526,0.001736586,0.0003375043,0.0009017719,0.003742015],"category_scores_gemma":[0.01008067,0.0001924373,0.000214907,0.0005683034,0.0009900102,0.0008864035,0.001057688,0.0006330983,0.0004474602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008776911,"about_ca_system_score_gemma":0.001505412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245468,"about_ca_topic_score_gemma":0.01306908,"domain_scores_codex":[0.9979935,0.001153065,0.00006583675,0.000055189,0.0002200458,0.000512447],"domain_scores_gemma":[0.9956385,0.001167219,0.001181734,0.0000881477,0.0004316993,0.001492697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002114839,0.0002431123,0.8265291,0.0004322281,0.00009283295,0.002379749,0.0262649,0.0002509393,0.0008208234,0.000537586,0.02002593,0.1222112],"study_design_scores_gemma":[0.000029052,0.0004326455,0.8007636,0.0007027354,0.00004515068,0.003624335,0.1792071,0.0002388223,0.0001929005,0.001297585,0.01340042,0.00006556929],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729297,0.004260532,0.000247874,0.01715145,0.0001505412,0.00001904114,0.00008532118,0.00001149823,0.005143951],"genre_scores_gemma":[0.9953479,0.002405855,0.0001330747,0.001304226,0.0001059166,0.00001823647,0.00003402518,0.000002517782,0.0006481847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005245468,"threshold_uncertainty_score":0.01251829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0855340584536842,"score_gpt":0.4289593401259506,"score_spread":0.3434252816722664,"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."}}