{"id":"W2075894988","doi":"10.3138/jvme.0812-070r","title":"Optimizing Biomedical Science Learning in a Veterinary Curriculum: A Review","year":2013,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Curriculum; Medical education; Medicine; Engineering ethics; Veterinary medicine; Psychology; Pedagogy; Engineering","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":[0.001242894,0.001052232,0.001984551,0.003894584,0.0003233801,0.001177946,0.001423858,0.001662774,0.002986363],"category_scores_gemma":[0.003238939,0.0004016259,0.0009190894,0.004792212,0.0005581522,0.001732266,0.0008158198,0.001064108,0.0007652555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00084193,"about_ca_system_score_gemma":0.002320828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308851,"about_ca_topic_score_gemma":0.004109367,"domain_scores_codex":[0.999445,0.000122697,0.0001302914,0.00008487503,0.0001855622,0.00003151032],"domain_scores_gemma":[0.9978961,0.001436908,0.000304215,0.00002632255,0.0002601275,0.00007627696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007330858,0.0001134788,0.0003090804,0.127671,0.0002319896,0.000120246,0.0001132022,0.0003392741,0.000445359,0.0009045486,0.00892322,0.8607553],"study_design_scores_gemma":[0.00008599552,0.0004109356,0.00637222,0.149213,0.002017465,0.002459891,0.0004290449,0.0003682387,0.001051321,0.001997964,0.8355252,0.00006872801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009886538,0.9995452,0.0000466706,0.0000778655,0.00003786048,0.000004944726,0.000007454418,0.000002325477,0.0001789064],"genre_scores_gemma":[0.0006167717,0.9990822,0.0001608754,0.00004849432,0.00002748385,0.000005938757,0.000009869203,5.582413e-7,0.00004770021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003894584,"threshold_uncertainty_score":0.009990394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073577355918697,"score_gpt":0.4828550576753938,"score_spread":0.3754973220835242,"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."}}