{"id":"W2964755184","doi":"10.7759/cureus.5314","title":"Resident Physician Wellness Curriculum: A Study of Efficacy and Satisfaction","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Kelowna General Hospital; University of Alberta; University of Calgary; University of Alberta Hospital","funders":"Canadian Institutes of Health Research; University of Alberta; Government of Canada; Canadian Association of Emergency Physicians","keywords":"Medicine; Curriculum; Likert scale; Burnout; Family medicine; Demographics; Scale (ratio); Depression (economics); Clinical psychology; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003919128,0.0001413376,0.0003495758,0.00005678209,0.0003543868,0.000005116118,0.0001058868,0.0001442407,0.0004797514],"category_scores_gemma":[0.00006906343,0.00010893,0.0000290558,0.0001523799,0.00002285596,0.0001258449,0.0001468217,0.0004500612,0.0001682836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007642988,"about_ca_system_score_gemma":0.0001466229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007961744,"about_ca_topic_score_gemma":0.001968416,"domain_scores_codex":[0.9980151,0.0005483989,0.0004952764,0.0003001589,0.0003114964,0.0003295445],"domain_scores_gemma":[0.9987595,0.0003100713,0.0002897753,0.0003701205,0.0001493871,0.0001211481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006095234,0.0003751194,0.9650104,0.0004100822,0.00003406775,0.000002525752,0.008251772,0.000003062855,0.0004998465,0.0007431394,0.001276339,0.02333269],"study_design_scores_gemma":[0.00201771,0.0004306045,0.9591228,0.001215902,0.00002644811,3.924403e-7,0.03529131,0.00004132135,0.00005027206,0.0002646187,0.001395143,0.0001434104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936969,0.001004335,0.000006533871,0.0003837367,0.001243713,0.001727615,0.00000897781,0.0000464181,0.001881789],"genre_scores_gemma":[0.9984826,0.000185825,0.00002229955,0.00021544,0.0002248012,0.0000833771,0.000005036646,0.00001978161,0.0007608553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02703954,"threshold_uncertainty_score":0.9986444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711147316282927,"score_gpt":0.4144907372663469,"score_spread":0.3773792641035177,"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."}}