{"id":"W2996163977","doi":"10.1177/0706743719890729","title":"Who Benefits from Physician Wellness?","year":2019,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Psychology; Gerontology; Family medicine; Political science","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":[0.00383113,0.0003732007,0.0009744996,0.001040333,0.0121765,0.004596503,0.001302018,0.05282261,0.0110257],"category_scores_gemma":[0.02665414,0.0006256209,0.0008507566,0.0009792089,0.004317846,0.004230049,0.002159691,0.03522941,0.003311665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01154269,"about_ca_system_score_gemma":0.02636968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1290687,"about_ca_topic_score_gemma":0.3188474,"domain_scores_codex":[0.9960667,0.0009796771,0.0003764966,0.0002461821,0.0007980962,0.001532854],"domain_scores_gemma":[0.9805367,0.00534178,0.001175351,0.0002489983,0.002809263,0.009887911],"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":[0.00007632424,0.0001036655,0.007559615,0.00008671969,0.00002328857,0.005716101,0.001350763,0.00003544475,0.0001499802,0.003865862,0.96619,0.01484207],"study_design_scores_gemma":[0.0002804661,0.0001254936,0.02749398,0.002277774,0.00008588671,0.008340162,0.02168718,0.0004582269,0.0001803776,0.01943761,0.9194339,0.0001988418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000972297,0.0008048923,0.000008201499,0.9918712,0.003263782,0.000003781473,0.00001163478,0.000002114936,0.00306205],"genre_scores_gemma":[0.02029231,0.002097662,0.00006653053,0.9479661,0.02110679,0.00002390017,0.00001743193,0.00001076423,0.008418468],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1290687,"threshold_uncertainty_score":0.2566348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189120367444832,"score_gpt":0.3486435551393718,"score_spread":0.3067523514649235,"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."}}