{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055855,0.0004373302,0.0006186562,0.0002126995,0.000260658,0.0004555258,0.0004460955,0.0007886396,0.00250678],"category_scores_gemma":[0.005773181,0.0002911387,0.0004244092,0.0001488918,0.0004064518,0.0002464073,0.0004350189,0.0006626399,0.000275672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028738,"about_ca_system_score_gemma":0.0008565591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002526503,"about_ca_topic_score_gemma":0.0003697447,"domain_scores_codex":[0.9990525,0.0003761222,0.00009768516,0.000110962,0.000227231,0.0001355491],"domain_scores_gemma":[0.9958434,0.002235593,0.001012093,0.000093381,0.0001228046,0.0006928361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3671499,0.1241298,0.1538081,0.00612319,0.001226299,0.0003261893,0.001137503,0.001563782,0.03367193,0.0002369455,0.0008544321,0.3097718],"study_design_scores_gemma":[0.03122002,0.7134449,0.2426868,0.0004617615,0.0006171557,0.0002814989,0.0004400449,0.0008584766,0.007509148,0.0001695957,0.002267067,0.00004349707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988166,0.0006347093,0.00008726973,0.00005422863,0.00004173645,0.0001197738,0.0000237909,0.000003661667,0.0002180969],"genre_scores_gemma":[0.9981635,0.0005958063,0.0005257817,0.00009579088,0.00009066824,0.0003059875,0.00003659731,0.000001430778,0.0001844664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00250678,"threshold_uncertainty_score":0.008386075,"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."}}