{"id":"W2044692276","doi":"10.2460/javma.243.6.826","title":"Baseline survey of progress by veterinary medical colleges in implementing recommendations from the North American Veterinary Medical Education Consortium","year":2013,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Accreditation; Veterinary medicine; Work (physics); Medical education; Medicine; Veterinary education; Political science; Curriculum; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01388255,0.0003336157,0.00103142,0.00023667,0.0009265125,0.00004320026,0.001476277,0.0001906692,0.002388272],"category_scores_gemma":[0.02747577,0.0002213589,0.0002001927,0.001827601,0.001141686,0.0006057202,0.0009750991,0.002181979,0.00004870253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009346713,"about_ca_system_score_gemma":0.005464807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167575,"about_ca_topic_score_gemma":0.001457145,"domain_scores_codex":[0.9846208,0.00793978,0.002762585,0.0003870869,0.003445197,0.0008445533],"domain_scores_gemma":[0.9807684,0.01006214,0.006304364,0.0005736618,0.001666797,0.0006245838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004727383,0.0009542755,0.7932608,0.00004804021,0.0002639429,0.0000203043,0.001740459,3.485947e-7,0.000219442,0.000004120107,0.1279837,0.07503188],"study_design_scores_gemma":[0.001053817,0.001675384,0.9287947,0.0005823453,0.00007522506,0.0001399051,0.01067895,0.0002459449,0.000004559762,0.00001519974,0.0565138,0.0002201623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929581,0.0003238445,0.00003412626,0.103705,0.002076689,0.0006129355,0.0001295628,0.00002289922,0.0001368532],"genre_scores_gemma":[0.9894657,0.001890655,0.0005058899,0.006697296,0.000906512,0.0002309969,0.0001124941,0.0000422225,0.0001482218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355339,"threshold_uncertainty_score":0.9985237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377539580405056,"score_gpt":0.4819618128612818,"score_spread":0.3442078548207761,"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."}}