{"id":"W2395184368","doi":"10.1111/vsu.12486","title":"The Impact of Distraction on Laparoscopic Skills in Veterinary Medical Students","year":2016,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Guelph","funders":"McGill University","keywords":"Distraction; Medicine; Task (project management); Randomized controlled trial; Cognition; Population; Physical therapy; Surgery; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007960087,0.0001186773,0.0002922462,0.0001101077,0.00004506301,0.00001136096,0.0001013078,0.00008822098,0.0004968665],"category_scores_gemma":[0.0006089454,0.00005813058,0.0001892045,0.0001573234,0.00009740888,0.00007167726,0.00004888311,0.0001229369,0.00003997824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000962283,"about_ca_system_score_gemma":0.000085043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002892713,"about_ca_topic_score_gemma":8.08136e-7,"domain_scores_codex":[0.9985043,0.0001396938,0.0003802291,0.0001721367,0.0005744394,0.0002291968],"domain_scores_gemma":[0.9970238,0.002488811,0.0000919126,0.0002245507,0.0000260745,0.0001448902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002858274,0.0008975543,0.7867771,0.00002968965,0.00008829662,0.001082027,0.00005945099,0.000007193249,0.003420343,0.00001587842,0.0002327619,0.2045314],"study_design_scores_gemma":[0.001650959,0.001113664,0.9927597,0.0005466259,0.000004706324,0.0001220837,0.00001526945,0.00002787297,0.0001050844,0.00002101166,0.003561095,0.00007191378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982733,0.00003983473,0.000004797945,0.0003282615,0.0003087915,0.0001176813,0.000005039031,0.00002873915,0.000893538],"genre_scores_gemma":[0.9994718,0.0001597758,0.000002732124,0.00006932775,0.00007982466,0.00001224838,0.000006366408,0.00001288957,0.0001850299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059826,"threshold_uncertainty_score":0.544034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808486722169179,"score_gpt":0.3978615375750689,"score_spread":0.3397766703533771,"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."}}