{"id":"W2537991728","doi":"","title":"Critical reflection on physician retirement.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Identity (music); Burnout; Work (physics); Reflection (computer programming); Medicine; Psychology; Public relations; Computer science; Political science; Philosophy","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":[0.02469957,0.0009829033,0.0006808664,0.000982738,0.01465754,0.009086167,0.002616459,0.02623426,0.009443504],"category_scores_gemma":[0.08989218,0.0005351602,0.001183733,0.0005368625,0.01880411,0.01102914,0.01135563,0.05190685,0.00178708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009977426,"about_ca_system_score_gemma":0.02102058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005356181,"about_ca_topic_score_gemma":0.01008795,"domain_scores_codex":[0.9743973,0.01765378,0.0008476914,0.001515301,0.003227286,0.002358586],"domain_scores_gemma":[0.9274677,0.04284709,0.003178131,0.001992128,0.01113483,0.01338002],"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":[0.00002530505,0.00003644823,0.0001621588,0.0002081813,0.000008435775,0.0008120443,0.03289258,0.00002648981,0.0001678471,0.0137484,0.9388061,0.01310608],"study_design_scores_gemma":[0.00001540565,0.00002625885,0.0004271402,0.0008835775,0.000006317962,0.0007041418,0.03086312,0.00002635428,0.0001292972,0.006663226,0.9602306,0.00002462698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007268696,0.005033561,0.0002662802,0.9569892,0.03260142,0.00002090762,0.00001001483,0.0000134753,0.004338223],"genre_scores_gemma":[0.03409679,0.005564062,0.0006478408,0.9265341,0.01804087,0.0001210689,0.00001478444,0.00005525432,0.01492526],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02623426,"threshold_uncertainty_score":0.1306254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154428938503461,"score_gpt":0.4604027839245241,"score_spread":0.3059738454210632,"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."}}