{"id":"W4379378393","doi":"10.3138/jvme-2022-0073","title":"Decision-Making and Moral Distress in Veterinary Practice: What Can Be Done to Optimize Welfare Within the Veterinary Profession?","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal welfare; Welfare; Ethical decision; Veterinary medicine; Distress; Mental health; Medicine; Nursing; Medical education; Psychology; Political science; Psychiatry; Law; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01662679,0.0004131032,0.0005733583,0.001349278,0.005426511,0.01258128,0.001143451,0.004396008,0.002872628],"category_scores_gemma":[0.04749759,0.0003049053,0.0004233045,0.0011909,0.02293628,0.009029119,0.005150111,0.006623178,0.0003793359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007540443,"about_ca_system_score_gemma":0.02006068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006678136,"about_ca_topic_score_gemma":0.008474975,"domain_scores_codex":[0.9807577,0.01514908,0.0003208529,0.0004325586,0.001769276,0.001570518],"domain_scores_gemma":[0.9507719,0.0307448,0.00671085,0.000583306,0.002895059,0.008294107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000144938,0.001169163,0.06668872,0.003652805,0.0001394963,0.002015846,0.5026665,0.0004955861,0.0004574586,0.1313684,0.03227248,0.2589286],"study_design_scores_gemma":[0.00004913293,0.0003461849,0.04331407,0.008625064,0.00004348422,0.001465291,0.7721961,0.0004970196,0.0002427174,0.1094444,0.06363004,0.0001465883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2116604,0.07438277,0.00268426,0.6694086,0.001558944,0.0001044079,0.00002793287,0.00002662477,0.04014598],"genre_scores_gemma":[0.9514694,0.02938107,0.001689564,0.0153912,0.0004858167,0.00005633973,0.0000132679,0.00001047889,0.001502814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01662679,"threshold_uncertainty_score":0.08793193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2733852060053687,"score_gpt":0.5538781464367295,"score_spread":0.2804929404313608,"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."}}