{"id":"W4376639670","doi":"10.1136/bmjqs-2022-015824","title":"Effects of ethical climate in association with tenure on work addiction, quality of care and staff retention: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; HEC Montréal","funders":"Commission de la santé mentale du Canada","keywords":"Addiction; Health care; Quality (philosophy); Medicine; Cross-sectional study; Personality; Work (physics); Structural equation modeling; Nursing; Psychology; Family medicine; Social psychology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003979691,0.0002132579,0.0004363878,0.000998968,0.001309816,0.001103037,0.0006218585,0.000623478,0.001734809],"category_scores_gemma":[0.007207443,0.0004511508,0.0006308528,0.001154894,0.0008576661,0.0006591094,0.0010295,0.00113837,0.000218668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429677,"about_ca_system_score_gemma":0.002314973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05261374,"about_ca_topic_score_gemma":0.08826781,"domain_scores_codex":[0.9975705,0.0008293183,0.0002281304,0.0003063323,0.0006351882,0.0004305932],"domain_scores_gemma":[0.9906878,0.002253029,0.003431369,0.000458456,0.001263358,0.001906041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001923088,0.00008070817,0.9990283,0.000006265196,0.00001893462,0.000012649,0.0003218781,0.000008022812,0.00003088583,0.000006518129,0.00002642646,0.0004401082],"study_design_scores_gemma":[0.000001476379,0.0001165302,0.9990392,0.000007133742,0.000008941344,0.00003221966,0.0006579172,0.00005404012,0.00001325538,0.000006434088,0.00006031348,0.000002711976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994599,0.00009503499,0.00005794058,0.00003563146,0.000003793186,0.00001884359,0.00009459302,0.00000108508,0.0002331416],"genre_scores_gemma":[0.9995593,0.00004781775,0.0001027342,0.0000311811,0.00000480258,0.00002209122,0.00009434286,0.000001052559,0.0001367137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05261374,"threshold_uncertainty_score":0.104615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479575476187508,"score_gpt":0.4091942783251547,"score_spread":0.3743985235632796,"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."}}