{"id":"W4221007412","doi":"10.3390/bs12030082","title":"Should Burnout Be Conceptualized as a Mental Disorder?","year":2022,"lang":"en","type":"review","venue":"Behavioral Sciences","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Burnout; Biopsychosocial model; CLARITY; Relevance (law); Psychology; Cognitive psychology; Clinical psychology; Psychotherapist; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00712443,0.000548434,0.001420448,0.002489371,0.001249894,0.003712764,0.001207809,0.003525566,0.001861444],"category_scores_gemma":[0.01879782,0.0002665201,0.0009685858,0.00230946,0.01118024,0.006807784,0.002758589,0.006462053,0.0005612484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003182882,"about_ca_system_score_gemma":0.005710487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007249976,"about_ca_topic_score_gemma":0.005962191,"domain_scores_codex":[0.9954596,0.002563885,0.0004383803,0.0004996177,0.0006705713,0.0003678482],"domain_scores_gemma":[0.9914976,0.005252765,0.001102469,0.000320904,0.00120454,0.0006218345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003443046,0.0001754305,0.03302367,0.01363411,0.0004250721,0.001411042,0.03277055,0.0005323736,0.0009380674,0.3319622,0.07322564,0.5115576],"study_design_scores_gemma":[0.00005608876,0.0002603065,0.06288058,0.03741387,0.0002500046,0.006618464,0.05659875,0.001057132,0.0004296004,0.5064942,0.3277432,0.0001978195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01056268,0.6560226,0.005937662,0.3061105,0.01349922,0.0000357452,0.0000906421,0.0000288655,0.007712151],"genre_scores_gemma":[0.3117038,0.5550438,0.004985886,0.1036422,0.02111841,0.0001823885,0.0002453077,0.00004041419,0.003037814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007249976,"threshold_uncertainty_score":0.037678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4914603221046869,"score_gpt":0.6030365292531028,"score_spread":0.1115762071484159,"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."}}