{"id":"W2294352517","doi":"10.3171/2015.5.jns15558","title":"Impact of acute stress on psychomotor bimanual performance during a simulated tumor resection task","year":2016,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University; Montreal Neurological Institute and Hospital","funders":"Montreal Neurological Institute and Hospital; King Abdulaziz University; Strong; King Fahad Medical City; McGill University","keywords":"Psychomotor learning; Medicine; Aspirator; Virtual reality; Physical medicine and rehabilitation; Surgery; Physical therapy; Cognition; Computer science","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":[0.0003615182,0.0005584728,0.0002328047,0.0001683398,0.0002536509,0.0004746877,0.0002195142,0.0002212554,0.002220224],"category_scores_gemma":[0.003661634,0.0001685778,0.0002033215,0.00008829038,0.0002471374,0.0002128029,0.0007688525,0.0003615638,0.0002568685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651166,"about_ca_system_score_gemma":0.0002985718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008322,"about_ca_topic_score_gemma":0.001146573,"domain_scores_codex":[0.9996502,0.00009122625,0.00003248113,0.00005882667,0.00008546351,0.00008171092],"domain_scores_gemma":[0.9987252,0.0003938911,0.0002901727,0.0001101193,0.0001372143,0.0003433417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02735985,0.006387677,0.3349868,0.0007317461,0.0005470235,0.001340469,0.007787087,0.009770679,0.4433853,0.0003932165,0.002009802,0.1653004],"study_design_scores_gemma":[0.0002212071,0.03032011,0.9280367,0.00008182399,0.0001160166,0.0003783257,0.003053273,0.009664609,0.0259001,0.0006727703,0.001447651,0.0001074181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992975,0.00001951184,0.0003551219,0.00001446709,0.00000794004,0.00001373713,0.00004467672,0.00001181083,0.0002351422],"genre_scores_gemma":[0.9991115,0.00003695785,0.000531463,0.00002072281,0.000004972451,0.00004016384,0.00008539627,0.000003516825,0.0001652618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002220224,"threshold_uncertainty_score":0.007427335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273904113371319,"score_gpt":0.3251894307183939,"score_spread":0.297799019381262,"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."}}