{"id":"W4386525988","doi":"10.3138/jvme-2023-0038","title":"Online Instructional Module Improves Student Ability to Evaluate for Radiographic Small Intestinal Obstruction in Dogs","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiography; Medicine; Confidence interval; Radiology; Medical physics; 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":[0.0008588568,0.0004035065,0.0003782064,0.0004828187,0.0001256561,0.0003782214,0.0004730203,0.0005363791,0.00500939],"category_scores_gemma":[0.003962631,0.0001326189,0.0002390319,0.0001423998,0.0001146333,0.0003397577,0.0005077086,0.0004183155,0.0008974138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846227,"about_ca_system_score_gemma":0.000382768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002362628,"about_ca_topic_score_gemma":0.0004132826,"domain_scores_codex":[0.9996818,0.0000817538,0.0000265709,0.00004870089,0.0001031681,0.00005796837],"domain_scores_gemma":[0.9980343,0.0006304305,0.0004957204,0.0000617208,0.000260843,0.0005170245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003345606,0.1101834,0.1319019,0.001053531,0.0001239827,0.0004692476,0.00143813,0.002627237,0.0399944,0.0002486778,0.0123191,0.6962948],"study_design_scores_gemma":[0.0008999895,0.0940602,0.8394929,0.0005278488,0.0002646078,0.0010738,0.0009490747,0.01113829,0.03538701,0.0005104808,0.01560298,0.00009283586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975536,0.0001069658,0.0007206007,0.0001618081,0.0000260971,0.000136162,0.00005323101,0.000132325,0.001109309],"genre_scores_gemma":[0.9840907,0.0004533496,0.01098844,0.0003211126,0.0000612943,0.0002441224,0.0002602689,0.00001439293,0.003566461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00500939,"threshold_uncertainty_score":0.01675808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07793543186092335,"score_gpt":0.4369866366518474,"score_spread":0.3590512047909241,"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."}}