{"id":"W4280557572","doi":"10.3138/jvme-2022-0006","title":"Development of an Online Distance Learning Platform Combining Anatomy, Imaging, and Surgical Practice to Support Mastery Learning of the Equine Locomotor Apparatus","year":2022,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Medicine; Upload; Medical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197063,0.000556949,0.000367455,0.001152542,0.0004617278,0.001491153,0.001381688,0.0007608308,0.01712512],"category_scores_gemma":[0.002567522,0.0001965577,0.0006266629,0.0004252116,0.0002193283,0.00201702,0.002568989,0.0009448684,0.005712379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322886,"about_ca_system_score_gemma":0.002258101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004015006,"about_ca_topic_score_gemma":0.0006992715,"domain_scores_codex":[0.9992249,0.0001543211,0.0000518043,0.0001270568,0.0002844979,0.0001575026],"domain_scores_gemma":[0.9982546,0.0003206782,0.0001025041,0.0001363804,0.000504197,0.000681692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003496835,0.005658398,0.006131248,0.001239853,0.00003891609,0.0009533378,0.001905995,0.003104053,0.04747863,0.004443094,0.01524544,0.9134514],"study_design_scores_gemma":[0.0008298165,0.01605198,0.08274356,0.002179464,0.0003721958,0.004639597,0.006158965,0.07237855,0.1101036,0.01713783,0.6869126,0.0004918437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4908375,0.0007689623,0.3853044,0.002259788,0.001020421,0.007405112,0.001292606,0.01036686,0.1007444],"genre_scores_gemma":[0.3247354,0.0009236462,0.616859,0.0006744126,0.000232829,0.003258703,0.001871041,0.0003257185,0.05111933],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01712512,"threshold_uncertainty_score":0.05728924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209828898209878,"score_gpt":0.3390339259770953,"score_spread":0.3069356369949965,"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."}}