{"id":"W4322732277","doi":"10.4212/cjhp.3269","title":"Assessment and Prevention of Burnout in Canadian Pharmacy Residency Programs","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Pharmacy; Burnout; Medical education; Family medicine; Psychology; Medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002851472,0.0002328358,0.0002579985,0.002018046,0.002085317,0.0007488471,0.0006677611,0.0002834577,0.001432691],"category_scores_gemma":[0.008132832,0.0002038918,0.0002817546,0.001782876,0.0004492246,0.0002354441,0.001135596,0.0004777684,0.0001058534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01284595,"about_ca_system_score_gemma":0.03928903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8192417,"about_ca_topic_score_gemma":0.8986648,"domain_scores_codex":[0.998143,0.000333408,0.00007548459,0.00009635052,0.0008602137,0.0004917259],"domain_scores_gemma":[0.9956023,0.0003935355,0.0008254843,0.00004740273,0.002087204,0.001044198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637844,0.0002599773,0.8390152,0.0006374631,0.00006566296,0.0001012443,0.005266108,0.0003074387,0.0006098695,0.0001671803,0.006941141,0.1464649],"study_design_scores_gemma":[0.00001033252,0.0001149452,0.993488,0.0003005875,0.0000203564,0.00006130731,0.002135097,0.0002662885,0.000160059,0.0000337282,0.003396648,0.00001262221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830981,0.003532597,0.0005049478,0.002369883,0.00006805811,0.0002428244,0.0004642732,0.00003728061,0.009681961],"genre_scores_gemma":[0.9947315,0.002580418,0.001291721,0.0003311925,0.00002320746,0.00009526699,0.0002451555,0.000003789048,0.0006976223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8192417,"threshold_uncertainty_score":0.3636456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08565300950376105,"score_gpt":0.471330298114898,"score_spread":0.385677288611137,"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."}}