{"id":"W4393139588","doi":"10.3138/jvme.51.2.note","title":"AAVMC and the Academy of Veterinary Educators (AVE) Announce Founding Member Cohort","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohort; Veterinary medicine; Medicine; Medical education; Family medicine; Internal medicine","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":[0.02369888,0.001004118,0.0008269133,0.003326365,0.005733415,0.009734712,0.002657032,0.008743442,0.1626379],"category_scores_gemma":[0.02940386,0.0008202169,0.001370793,0.0008158498,0.0009909176,0.003180186,0.006573208,0.008854693,0.05469051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003512985,"about_ca_system_score_gemma":0.03098248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332767,"about_ca_topic_score_gemma":0.04395861,"domain_scores_codex":[0.9880878,0.0009009102,0.0004046807,0.0008639572,0.005858437,0.003884114],"domain_scores_gemma":[0.8836997,0.004013728,0.001909808,0.003721754,0.03073118,0.07592373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002213785,0.0005732474,0.004769508,0.00005074767,0.000006494221,0.0001274567,0.00007539663,0.00004453389,0.0005095802,0.001488807,0.9524596,0.03967317],"study_design_scores_gemma":[0.000215747,0.0005530205,0.02110057,0.0001727692,0.00001247822,0.0001594882,0.0008810691,0.0004526679,0.0004279655,0.0007714432,0.9752167,0.00003609041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03034904,0.002057268,0.003788714,0.4365905,0.283251,0.00410899,0.008902015,0.002261929,0.2286906],"genre_scores_gemma":[0.05045259,0.001512616,0.004740458,0.04986447,0.04008363,0.001901957,0.006090172,0.0004737931,0.8448802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1626379,"threshold_uncertainty_score":0.5440779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3547249540211149,"score_gpt":0.5647572800776567,"score_spread":0.2100323260565418,"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."}}