{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01389049,0.0002249331,0.0004971538,0.001179507,0.0005367149,0.0009010255,0.0004138509,0.0004270896,0.00184105],"category_scores_gemma":[0.04262667,0.0002512313,0.0007665758,0.0009708174,0.0007251799,0.0008521593,0.0008157856,0.000818631,0.0002771198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008893738,"about_ca_system_score_gemma":0.001156715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282457,"about_ca_topic_score_gemma":0.001088036,"domain_scores_codex":[0.9937088,0.003368393,0.0004774717,0.0003199308,0.001693196,0.0004322158],"domain_scores_gemma":[0.9524906,0.02788677,0.0114617,0.001301349,0.003110489,0.003749036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009654825,0.005718135,0.9546008,0.0001000604,0.0002094202,0.00004056391,0.002651868,0.0001235576,0.0002519676,0.0001142118,0.0004406844,0.03478321],"study_design_scores_gemma":[0.0001409494,0.005364292,0.991393,0.00003785911,0.00005099686,0.0000627454,0.00165516,0.000511432,0.0001942829,0.00005119211,0.0005263026,0.00001182581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988486,0.0001366357,0.0001121516,0.00008950836,0.00000869494,0.00006686447,0.00004348864,0.00000365748,0.0006904751],"genre_scores_gemma":[0.9992091,0.0001080919,0.0002331409,0.00008320827,0.0000251398,0.0001011187,0.00006785215,0.00000301804,0.000169333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389049,"threshold_uncertainty_score":0.07346082,"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."}}