{"id":"W2941556568","doi":"10.1503/cmaj.72562","title":"Tackling physician burnout: Too little, too late?","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02310647,0.0009627118,0.002312593,0.001686319,0.01616566,0.007210218,0.00524602,0.05324212,0.004238159],"category_scores_gemma":[0.103087,0.0008860932,0.002182675,0.001444111,0.02237988,0.01750353,0.005759102,0.08853538,0.001674328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0199752,"about_ca_system_score_gemma":0.05573864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09972462,"about_ca_topic_score_gemma":0.233676,"domain_scores_codex":[0.9806482,0.009129876,0.001592093,0.001698981,0.004351994,0.002578786],"domain_scores_gemma":[0.8794171,0.07374189,0.004982018,0.001318238,0.02368007,0.01686065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005513401,0.00002879094,0.0004893026,0.0006213138,0.00006084229,0.0003110196,0.004437483,0.00004367444,0.0001285117,0.005602182,0.9736751,0.01454662],"study_design_scores_gemma":[0.0001861132,0.0001384324,0.002421634,0.008262918,0.0001462739,0.0007062773,0.01845582,0.0001766723,0.000308326,0.02371198,0.9452434,0.0002420947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001119443,0.004899976,0.00004915932,0.9856016,0.009075562,0.000002629923,0.000005972227,0.000004304442,0.0002487611],"genre_scores_gemma":[0.003595615,0.007967868,0.0001634893,0.9633067,0.02424594,0.00001933051,0.000009417021,0.00001770237,0.0006738805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09972462,"threshold_uncertainty_score":0.1982883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787277088377388,"score_gpt":0.3541208013011627,"score_spread":0.3362480304173889,"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."}}