{"id":"W4411604431","doi":"10.1093/oxfordhb/9780197612507.013.0035","title":"Psychological Health of Professors","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Applied psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007567522,0.00007441197,0.0001631102,0.0004063247,0.002034399,0.002663237,0.0002249264,0.0006423885,0.009061812],"category_scores_gemma":[0.002110487,0.0000526906,0.00009574184,0.0005728176,0.00168526,0.0008995574,0.001656306,0.001309443,0.0009242108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949235,"about_ca_system_score_gemma":0.001857203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823238,"about_ca_topic_score_gemma":0.006706721,"domain_scores_codex":[0.9993269,0.000304287,0.00001306389,0.00005367396,0.0001702147,0.0001317532],"domain_scores_gemma":[0.9994453,0.0001743357,0.00006941497,0.0000235817,0.00008397731,0.0002033276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000598295,0.0002836548,0.03366395,0.0004098619,0.00002297528,0.001163932,0.1587221,0.0001862341,0.002507414,0.1472987,0.2444384,0.411243],"study_design_scores_gemma":[0.000009851766,0.0001420863,0.03197184,0.0005353923,0.000009680602,0.001195564,0.06723308,0.00008153008,0.0003977958,0.0110162,0.8873892,0.00001779985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2737608,0.07464675,0.0007152032,0.1958359,0.003191503,0.00003399088,0.0001311647,0.00007030431,0.4516144],"genre_scores_gemma":[0.8701884,0.02147502,0.000267295,0.01915495,0.001118024,0.00002479074,0.00005151074,0.00001937801,0.08770074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009061812,"threshold_uncertainty_score":0.0303148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116242050892522,"score_gpt":0.4034557490654868,"score_spread":0.2918315439762346,"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."}}