{"id":"W2486209724","doi":"10.3138/jvme.1015-165r2","title":"Veterinary Student Confidence after Practicing with a New Surgical Training Model for Feline Ovariohysterectomy","year":2016,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Veterinary education; Confidence interval; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002158338,0.000236237,0.0005111517,0.0002001265,0.0003224426,0.00002380587,0.0002838808,0.0001852843,0.0006833809],"category_scores_gemma":[0.001912144,0.0001415055,0.0001225067,0.0001522816,0.0001017514,0.0009812643,0.0001048461,0.0005789023,0.00003207988],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934061,"about_ca_system_score_gemma":0.007542433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002950449,"about_ca_topic_score_gemma":0.00001076099,"domain_scores_codex":[0.9968737,0.00040828,0.001171954,0.0002841986,0.0007862489,0.0004755933],"domain_scores_gemma":[0.9951715,0.002114013,0.001099495,0.0002595421,0.0007417561,0.0006136463],"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":[0.08392338,0.006711191,0.03248859,0.002598047,0.001726742,0.002049823,0.2262333,0.00006995883,0.01024314,0.001500479,0.09358067,0.5388747],"study_design_scores_gemma":[0.01980097,0.02459753,0.04391146,0.01724153,0.0007286986,0.02323513,0.06504553,0.001163335,0.00002285892,0.001276887,0.8017235,0.001252527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346151,0.0005322457,0.03395688,0.02758145,0.002383441,0.0005399105,0.000004316904,0.0000268424,0.0003598454],"genre_scores_gemma":[0.9822755,0.0004475676,0.009231204,0.001871823,0.00271186,0.0002482798,0.000002914645,0.00003819752,0.003172685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7081429,"threshold_uncertainty_score":0.9980839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.514444361739824,"score_gpt":0.5777316257359858,"score_spread":0.0632872639961618,"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."}}