{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007524419,0.00015385,0.0002705653,0.0001820888,0.001113149,0.00003130612,0.0004461537,0.0001374342,0.0001012216],"category_scores_gemma":[0.01433022,0.0000799062,0.00003626866,0.0003905218,0.0001862911,0.0006351928,0.00008966939,0.001212676,0.00001389472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189553,"about_ca_system_score_gemma":0.006054253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259891,"about_ca_topic_score_gemma":0.0001330531,"domain_scores_codex":[0.9962758,0.001236522,0.0009820759,0.0001932406,0.001012828,0.0002994645],"domain_scores_gemma":[0.9945597,0.002729685,0.001707096,0.0002395632,0.0005183641,0.0002456157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004171649,0.008476732,0.1045463,0.001985344,0.000200093,0.00005637195,0.3732306,0.00001498832,0.003089251,0.008222815,0.07620534,0.4198005],"study_design_scores_gemma":[0.001099915,0.00163424,0.1665201,0.00368269,0.00007060442,0.001048389,0.4922462,0.000002890456,0.00001067371,0.002839928,0.3306695,0.0001748389],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7402341,0.001958114,0.00004415283,0.252176,0.004095083,0.0004241594,4.059193e-7,0.000005304968,0.001062653],"genre_scores_gemma":[0.9851833,0.001516006,0.0005020038,0.009714255,0.002165981,0.000231406,0.000002665465,0.00001167333,0.0006727197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4196257,"threshold_uncertainty_score":0.9995805,"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."}}