{"id":"W2032257628","doi":"10.1176/appi.psy.46.5.385","title":"The Occupational and Psychosocial Impact of SARS on Academic Physicians in Three Affected Hospitals","year":2005,"lang":"en","type":"article","venue":"Psychosomatics","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Psychosocial; Family medicine; Feeling; Cross-sectional study; Distress; Psychiatry; Psychology; Clinical psychology","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":[0.0005589427,0.0004035824,0.0003399997,0.0008668276,0.007520618,0.001336688,0.0006158263,0.001284868,0.002544218],"category_scores_gemma":[0.001695046,0.0004976857,0.0003566866,0.0008305962,0.001699943,0.0005187874,0.002704415,0.001783092,0.0004037555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003659426,"about_ca_system_score_gemma":0.00232702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05696655,"about_ca_topic_score_gemma":0.1370036,"domain_scores_codex":[0.9989518,0.000284038,0.0000398266,0.00005291365,0.00009388578,0.0005775964],"domain_scores_gemma":[0.9980982,0.0001811674,0.0003128618,0.00004714969,0.000208422,0.001152207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004773889,0.002230955,0.9311647,0.00003249896,0.00004773217,0.01138573,0.04481086,0.0002219618,0.001599981,0.0002396544,0.001167212,0.006621315],"study_design_scores_gemma":[0.0000356946,0.001073156,0.8187301,0.00002415342,0.00002385455,0.002017316,0.1758957,0.0002307096,0.0003537454,0.0001169079,0.001470881,0.00002788695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999065,0.00002418848,0.00001135521,0.0002343774,0.000008094049,0.000007289401,0.00001806031,0.000001264,0.0006303664],"genre_scores_gemma":[0.9992434,0.00004763898,0.00002063546,0.0001838549,0.00001323877,0.00000465564,0.00002415152,0.000001145206,0.0004613244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05696655,"threshold_uncertainty_score":0.1132699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05561832186100383,"score_gpt":0.4564015165084316,"score_spread":0.4007831946474277,"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."}}