{"id":"W2611813628","doi":"10.1093/pch/pxx050","title":"Wellness in Canadian paediatric residents and their program directors","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Queen's University","funders":"","keywords":"Burnout; Medicine; Depression (economics); Curriculum; Psychological intervention; Family medicine; Psychiatry; Clinical psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000790738,0.0001629353,0.0001688275,0.0007217227,0.002006707,0.0007821561,0.0006253991,0.0003354905,0.002792039],"category_scores_gemma":[0.003325412,0.0002284252,0.0002012366,0.001474792,0.0006585223,0.0002487923,0.0009246036,0.0005644264,0.0001955551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176382,"about_ca_system_score_gemma":0.02305178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8787088,"about_ca_topic_score_gemma":0.938971,"domain_scores_codex":[0.998648,0.0001167244,0.00004664935,0.0001134943,0.0006032619,0.0004718711],"domain_scores_gemma":[0.9967545,0.0001359315,0.0008278626,0.0000411329,0.0007469827,0.001493629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003103074,0.00003816256,0.984059,0.00006724612,0.00001307443,0.0001694642,0.00273349,0.00002774368,0.0001694454,0.00006551233,0.00287942,0.009746416],"study_design_scores_gemma":[0.000002586159,0.00002443521,0.9941441,0.0000568489,0.000005387741,0.0001698391,0.003098074,0.00002718346,0.00004290596,0.000006277127,0.00241834,0.000004004749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944698,0.001046748,0.00004702548,0.0009488562,0.00003454618,0.00002393885,0.0004483841,0.000007293517,0.002973447],"genre_scores_gemma":[0.9970816,0.001074692,0.0001290816,0.0004404123,0.0000181311,0.00001858227,0.0003450961,0.000003787229,0.0008886063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212912,"threshold_uncertainty_score":0.2440109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347312687762736,"score_gpt":0.3928146566703947,"score_spread":0.3580833878941211,"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."}}