{"id":"W3168352504","doi":"10.3138/jvme-2020-0133","title":"A Scalable and Effective Course Design for Teaching Competency-Based Euthanasia Communication Skills in Veterinary Curricula","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Communication skills; Medical education; Psychological intervention; Veterinary medicine; Medicine; Skills management; Veterinary education; Psychology; Nursing; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004005275,0.0001753544,0.0004394781,0.0001956708,0.000578377,0.00002165757,0.0002100852,0.0001939756,0.0001670995],"category_scores_gemma":[0.003784948,0.0001578577,0.00008900236,0.0002172346,0.0001349183,0.0004747277,0.0001120506,0.001027419,0.000009078355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572406,"about_ca_system_score_gemma":0.005269178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003338723,"about_ca_topic_score_gemma":0.000007541581,"domain_scores_codex":[0.9953056,0.002894973,0.0008936426,0.0002189756,0.0003739564,0.0003128347],"domain_scores_gemma":[0.9942579,0.00387417,0.0006989007,0.0002732232,0.0006297528,0.0002660305],"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":[0.008292679,0.03350328,0.09203308,0.006658993,0.0008317456,0.0009734147,0.08899557,0.0003256379,0.01603387,0.005837439,0.1012844,0.6452299],"study_design_scores_gemma":[0.01500844,0.0133563,0.5475811,0.01987598,0.0006233607,0.005860254,0.1043459,0.004000529,0.0001714447,0.005033166,0.2829463,0.001197178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699654,0.00335132,0.005063992,0.01855504,0.00167529,0.0007920474,0.000003967952,0.00001690045,0.0005760209],"genre_scores_gemma":[0.9596,0.0007192366,0.03653249,0.002185654,0.0003998868,0.0003450474,0.00002640606,0.00002477606,0.0001665321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6440327,"threshold_uncertainty_score":0.9347295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202697692298268,"score_gpt":0.5300667128150582,"score_spread":0.3273690205167902,"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."}}