{"id":"W1968364290","doi":"10.3138/jvme.28.3.145","title":"The Fourth-Year Veterinary Student as a “Teaching Assistant” in the Operative Surgery Laboratory","year":2001,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Medical education; Veterinary education; Medicine; Psychology; Curriculum; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529131,0.0009071087,0.00089094,0.001772668,0.01253484,0.006192054,0.003384201,0.006300963,0.01859508],"category_scores_gemma":[0.00610379,0.001490216,0.001240309,0.0005111046,0.002487157,0.004011655,0.004777498,0.01142637,0.008536473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000214,"about_ca_system_score_gemma":0.009667107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005607101,"about_ca_topic_score_gemma":0.0245105,"domain_scores_codex":[0.9971758,0.0004923277,0.0001295328,0.0002754961,0.0006692113,0.001257563],"domain_scores_gemma":[0.9791299,0.0002381441,0.0006174654,0.0001525599,0.001765173,0.01809678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001112274,0.01981925,0.2359944,0.0007231295,0.00013724,0.09413769,0.04381597,0.0009266555,0.01521667,0.004205737,0.4255244,0.1583865],"study_design_scores_gemma":[0.0002694982,0.01335511,0.1746592,0.001662846,0.0001327579,0.1584057,0.2691315,0.003830035,0.006585026,0.004013629,0.3674763,0.0004783864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356604,0.003628452,0.002626416,0.1822668,0.02387104,0.0006220055,0.0004408766,0.000689431,0.05019456],"genre_scores_gemma":[0.7405486,0.003974481,0.005963802,0.07234887,0.00420699,0.0002806561,0.0005593385,0.0001961883,0.1719211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859508,"threshold_uncertainty_score":0.06220669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3358653675219384,"score_gpt":0.5776156323639592,"score_spread":0.2417502648420208,"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."}}