{"id":"W4402901637","doi":"10.1007/s10730-024-09539-0","title":"Survey of Moral Distress and Self-Awareness among Health Care Professionals","year":2024,"lang":"en","type":"article","venue":"HEC Forum","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Philosophy of medicine; Medical law; Distress; Psychology; Health care; Health professionals; Self care; Nursing; Medicine; Psychiatry; Clinical psychology; Political science; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004878584,0.000154245,0.0003621704,0.00008167548,0.0009202619,0.00001419832,0.000188992,0.000345252,0.0002133451],"category_scores_gemma":[0.00250424,0.0001216156,0.00003795543,0.0002924003,0.0002108644,0.0002155997,0.0003250964,0.002494409,0.00005078995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554092,"about_ca_system_score_gemma":0.001561543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007652863,"about_ca_topic_score_gemma":0.01097282,"domain_scores_codex":[0.9943813,0.003539997,0.0006335764,0.0003565528,0.0005230409,0.0005655529],"domain_scores_gemma":[0.9922833,0.006579315,0.0002227694,0.0003340137,0.0003201499,0.0002604177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004647422,0.000134011,0.8847908,0.00870276,0.00006097807,0.00001901462,0.02070396,8.748384e-7,0.000003077643,0.02084056,0.06088654,0.003810891],"study_design_scores_gemma":[0.000639515,0.0001809247,0.9302779,0.004740577,0.00003714166,0.000002813566,0.04409448,0.0009155294,0.00002565653,0.003079976,0.01570121,0.000304274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125458,0.02315088,0.0005892292,0.04153935,0.007196364,0.002309888,0.001204026,0.0006252173,0.01083924],"genre_scores_gemma":[0.9965309,0.000233595,0.000298266,0.001740344,0.0001123955,0.00008536004,0.0001862407,0.00003919099,0.0007737224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08398509,"threshold_uncertainty_score":0.9998069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154479936557473,"score_gpt":0.5160189976758258,"score_spread":0.4005710040200785,"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."}}