{"id":"W2029429937","doi":"10.3138/jvme.31.1.6","title":"The Building Blocks in the Professional Education Process That Lead to Best Practices and Quality Medicine","year":2004,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Quality (philosophy); Best practice; Medicine; Veterinary medicine; Foundation (evidence); Process (computing); Professional development; Psychology; Pedagogy; Political science; Computer science","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":[0.1470968,0.001533074,0.001804243,0.006697106,0.01895976,0.04087842,0.004412331,0.01309482,0.01391387],"category_scores_gemma":[0.1556594,0.002639212,0.001655422,0.00335659,0.07115459,0.02550366,0.02164097,0.02205662,0.008513758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01869476,"about_ca_system_score_gemma":0.06606969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007742602,"about_ca_topic_score_gemma":0.006463741,"domain_scores_codex":[0.8610752,0.07878701,0.007197754,0.007135245,0.03686972,0.008934981],"domain_scores_gemma":[0.8039061,0.09690969,0.01681419,0.01628728,0.03481973,0.03126302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001518626,0.001551756,0.00861715,0.001943934,0.0002364155,0.00124058,0.05705309,0.003023747,0.002524152,0.6961146,0.0560924,0.1714503],"study_design_scores_gemma":[0.0001323944,0.0003408629,0.009231343,0.003483696,0.00004631653,0.0003557543,0.0240722,0.001871189,0.001039233,0.8162342,0.1429468,0.0002460884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03323513,0.00624048,0.2214907,0.5043084,0.003390471,0.002763814,0.000163654,0.001170465,0.2272371],"genre_scores_gemma":[0.5510709,0.005446854,0.3946177,0.02300396,0.001922402,0.003563448,0.0002186616,0.0006942428,0.01946189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1470968,"threshold_uncertainty_score":0.7779316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5806157754431094,"score_gpt":0.6486316882784878,"score_spread":0.06801591283537844,"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."}}