{"id":"W4401541996","doi":"10.1186/s12913-024-11377-2","title":"Moral distress, coping mechanisms, and turnover intent among healthcare providers in British Columbia: a race and gender-based analysis","year":2024,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Ethics in medical practice","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Simon Fraser University; Michael Smith Health Research BC","keywords":"Nursing research; Health administration; Medicine; Health informatics; Coping (psychology); Race (biology); Public health; Health care; Distress; Nursing; Clinical psychology; Gender studies; Sociology; 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":[0.001138578,0.0002368409,0.0004325117,0.001361926,0.002520749,0.001241592,0.0009201163,0.0004607851,0.002995625],"category_scores_gemma":[0.002559215,0.0002864785,0.0003975355,0.002036178,0.0006379334,0.0003091231,0.001187364,0.0007372241,0.0002586157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006361641,"about_ca_system_score_gemma":0.00886509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8882099,"about_ca_topic_score_gemma":0.9540914,"domain_scores_codex":[0.9992294,0.0001341417,0.00004972984,0.00008779969,0.0001725417,0.0003263268],"domain_scores_gemma":[0.9977786,0.0003444695,0.0004365833,0.0000873609,0.0007073766,0.000645735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003406017,0.00002766646,0.9948134,0.00001780052,0.00001964402,0.00005229944,0.00196738,0.0000178012,0.00009037626,0.00002174668,0.0003572661,0.002580413],"study_design_scores_gemma":[0.000001700765,0.00001134225,0.9938043,0.00003749975,0.000009608751,0.00002838152,0.005724503,0.00007157747,0.00001550813,0.00001363902,0.0002782876,0.000003676229],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988056,0.0001988834,0.0000470266,0.0001065444,0.00000436383,0.0000126349,0.0003164495,0.000001483309,0.0005068235],"genre_scores_gemma":[0.9989317,0.0001531266,0.00008078446,0.00006471694,0.000002151249,0.00002307126,0.0002953953,0.000002540695,0.0004465828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1117901,"threshold_uncertainty_score":0.2248968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565507144444172,"score_gpt":0.5185309773633445,"score_spread":0.3619802629189273,"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."}}