{"id":"W2901687026","doi":"10.1097/mlr.0000000000000983","title":"Hospital Physician Engagement","year":2018,"lang":"en","type":"article","venue":"Medical Care","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Medical Association; Ontario Council of University Libraries; University of Toronto","funders":"","keywords":"Identification (biology); Work engagement; MEDLINE; Scale (ratio); Medicine; Health care; Work (physics); Psychology; Nursing; Family 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":[0.01074116,0.0004286542,0.0008140152,0.002911292,0.000901336,0.003763486,0.001181213,0.001372282,0.02533589],"category_scores_gemma":[0.07967123,0.0002355271,0.001421455,0.00439257,0.0008905487,0.003042147,0.004030014,0.001632888,0.001671551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004155596,"about_ca_system_score_gemma":0.009158807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320465,"about_ca_topic_score_gemma":0.003752641,"domain_scores_codex":[0.9778197,0.01263107,0.003194154,0.001172801,0.003989138,0.001193117],"domain_scores_gemma":[0.9377929,0.03812736,0.01492553,0.001180247,0.004913218,0.003060684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005734206,0.000306168,0.04469072,0.1168131,0.001028066,0.0005739269,0.00692533,0.0006165834,0.0002287079,0.01390496,0.06530181,0.7490371],"study_design_scores_gemma":[0.0005588197,0.0009538844,0.1234499,0.2503096,0.001794409,0.002640896,0.01414757,0.0004787726,0.000731865,0.01784417,0.5869663,0.0001237895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06051101,0.6723152,0.005102023,0.07064765,0.00287978,0.001816492,0.00617436,0.0001493405,0.1804041],"genre_scores_gemma":[0.6635994,0.2954619,0.004342256,0.02059707,0.002508711,0.002379932,0.003331528,0.00005919661,0.007719891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02533589,"threshold_uncertainty_score":0.08475697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985814080625385,"score_gpt":0.4570861718174456,"score_spread":0.4072280310111918,"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."}}