{"id":"W2060942595","doi":"10.1111/j.1365-2929.2007.02752.x","title":"Physician, heal thyself: tools for resident well‐being","year":2007,"lang":"en","type":"article","venue":"Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Internship; Medical education; Context (archaeology); Conversation; Health care; Psychology; Checklist; Medicine; Nursing","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":[0.01375805,0.0005194789,0.0004316362,0.002280955,0.001992249,0.004299117,0.0009566643,0.0008648735,0.005618432],"category_scores_gemma":[0.02460152,0.0003588206,0.0006161348,0.001339104,0.002284432,0.003544036,0.006134225,0.002049984,0.0009485987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009661332,"about_ca_system_score_gemma":0.002809632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009184399,"about_ca_topic_score_gemma":0.002108067,"domain_scores_codex":[0.9892874,0.008530496,0.0004633109,0.0003000062,0.000927409,0.0004912939],"domain_scores_gemma":[0.9805731,0.01169959,0.001909044,0.0008941016,0.001980864,0.002943375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002673279,0.001716738,0.08754706,0.002440844,0.00009010824,0.0005977388,0.1886023,0.0003997921,0.002090001,0.009013348,0.02944482,0.67779],"study_design_scores_gemma":[0.0001903922,0.004272144,0.281228,0.007067895,0.0002506663,0.003117298,0.364407,0.002379108,0.004706211,0.02315501,0.3085923,0.0006339177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7905737,0.0103479,0.052399,0.03890658,0.001311095,0.002625218,0.001263852,0.001602927,0.1009697],"genre_scores_gemma":[0.8687244,0.002834418,0.1188341,0.002183391,0.0002240105,0.002197204,0.0002483333,0.0001104519,0.004643631],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01375805,"threshold_uncertainty_score":0.0727604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05387496433435044,"score_gpt":0.4948706608618725,"score_spread":0.440995696527522,"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."}}