{"id":"W2981894243","doi":"10.1111/medu.13976","title":"Building bridges: multidisciplinary faculty specialist and trainee burnout workshop","year":2019,"lang":"en","type":"article","venue":"Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Burnout; Multidisciplinary approach; Library science; Health care; Psychology; Medical education; Sociology; Medicine; Computer science; Political science; Law; Social science","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":[0.00970255,0.0008887168,0.0005770296,0.001020191,0.01519672,0.00372625,0.002966471,0.006116001,0.0177619],"category_scores_gemma":[0.007676387,0.0009378323,0.001190505,0.0004331015,0.001346252,0.002226048,0.01596618,0.007342823,0.003441651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004554972,"about_ca_system_score_gemma":0.02005358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364776,"about_ca_topic_score_gemma":0.01727218,"domain_scores_codex":[0.9952347,0.001604358,0.0001262539,0.0004590107,0.0005530317,0.002022785],"domain_scores_gemma":[0.9815567,0.001046647,0.0003087861,0.0004021435,0.001422444,0.0152632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00223111,0.06474096,0.02135663,0.001176887,0.0002137033,0.006671943,0.1833907,0.001936767,0.02677601,0.007602076,0.3242702,0.3596329],"study_design_scores_gemma":[0.001852621,0.01401192,0.07092308,0.001340866,0.0001999768,0.001945537,0.3587748,0.003113995,0.01443424,0.01122257,0.5217667,0.0004137589],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712966,0.0009244512,0.01335403,0.04912667,0.01158695,0.004041863,0.0003858148,0.001118128,0.0481655],"genre_scores_gemma":[0.8874192,0.0007148604,0.01803946,0.01267972,0.001412069,0.003186323,0.0004669959,0.0002136569,0.07586769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177619,"threshold_uncertainty_score":0.05941945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05372591747178542,"score_gpt":0.4732623870168365,"score_spread":0.4195364695450511,"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."}}