{"id":"W1992720947","doi":"10.3138/jvme.37.3.304","title":"A Laparoscopic Surgical Skills Assessment Tool for Veterinarians","year":2010,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Morris Animal Foundation","keywords":"Visual analogue scale; Medicine; Rating scale; Test (biology); Triangulation; Reliability (semiconductor); Population; Physical therapy; Medical physics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00332158,0.000476223,0.0003187137,0.001404419,0.0001903111,0.0004375275,0.000452346,0.0005830303,0.002945896],"category_scores_gemma":[0.01203942,0.0001534433,0.0004139353,0.0005048056,0.0001811987,0.0007577856,0.0006732281,0.0004549013,0.0009501767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970518,"about_ca_system_score_gemma":0.0005564056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003273658,"about_ca_topic_score_gemma":0.0008120133,"domain_scores_codex":[0.9983724,0.0007853531,0.000216944,0.0001160943,0.0004115594,0.00009772429],"domain_scores_gemma":[0.9922179,0.004081147,0.001600749,0.0002794413,0.001379612,0.0004411894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000959093,0.001766078,0.6238101,0.0005057182,0.00008944634,0.0002473393,0.001045384,0.0008746173,0.01576956,0.0003624414,0.00423038,0.3503399],"study_design_scores_gemma":[0.0002514678,0.008833722,0.962983,0.0002721103,0.00008419013,0.002139116,0.001815453,0.007162405,0.006124522,0.0006429955,0.009619906,0.00007105969],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742178,0.0004599827,0.01682374,0.0004470409,0.000105217,0.0009629462,0.001183626,0.0003378567,0.005461717],"genre_scores_gemma":[0.9341375,0.0004818201,0.06008564,0.0003050384,0.000113484,0.001623374,0.001522696,0.00002074979,0.001709791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00332158,"threshold_uncertainty_score":0.01756638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630638259453023,"score_gpt":0.4329179902797481,"score_spread":0.3866116076852179,"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."}}