{"id":"W4254284919","doi":"10.1136/sbmj.0812432","title":"Doctors' health","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine","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":[0.001554978,0.0001620083,0.0002523099,0.001721018,0.003181986,0.002583986,0.000458732,0.002261038,0.1804817],"category_scores_gemma":[0.01736185,0.0002803451,0.0003445645,0.00139283,0.001128691,0.001121883,0.00229598,0.002254362,0.02597943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003304085,"about_ca_system_score_gemma":0.008072217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01763006,"about_ca_topic_score_gemma":0.02884161,"domain_scores_codex":[0.9972446,0.0005580697,0.0001715239,0.0001987953,0.001060677,0.0007663129],"domain_scores_gemma":[0.9887293,0.001810636,0.0008866613,0.0004964807,0.002262478,0.005814468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008598362,0.0001348473,0.02773179,0.0003224486,0.00001930495,0.00028329,0.003321711,0.00003654008,0.0003867155,0.01254971,0.859574,0.0955537],"study_design_scores_gemma":[0.00005602632,0.00008222176,0.09066016,0.0003102836,0.00001269263,0.000390963,0.00295845,0.00003060071,0.0001187074,0.001637408,0.9037256,0.00001687016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04124143,0.006878685,0.0001830703,0.2812095,0.009278637,0.0001251742,0.003819834,0.00009135923,0.6571724],"genre_scores_gemma":[0.3143216,0.007060444,0.0003421083,0.04950216,0.006026938,0.0001280163,0.002224366,0.00005733633,0.6203369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1804817,"threshold_uncertainty_score":0.6037714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505022189022807,"score_gpt":0.5060804638710162,"score_spread":0.3555782449687355,"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."}}