{"id":"W320837710","doi":"10.1007/s11701-015-0513-4","title":"Virtual reality robotic surgery simulation curriculum to teach robotic suturing: a randomized controlled trial","year":2015,"lang":"en","type":"article","venue":"Journal of Robotic Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; Jewish General Hospital; Université de Montréal; McGill University","funders":"","keywords":"Randomized controlled trial; Medicine; Virtual reality; Robotic surgery; Curriculum; Physical therapy; Fibrous joint; Simulation training; Haptic technology; Surgery; Simulation; Artificial intelligence; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006515853,0.003626657,0.007676205,0.001222383,0.001859767,0.002298716,0.002770323,0.004989274,0.01653639],"category_scores_gemma":[0.01138881,0.002404687,0.002732904,0.001239195,0.003576207,0.002961169,0.001590976,0.005600973,0.002991769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002704775,"about_ca_system_score_gemma":0.004686364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003272804,"about_ca_topic_score_gemma":0.002834032,"domain_scores_codex":[0.9932891,0.0027376,0.0007852996,0.001500699,0.0007048086,0.0009826163],"domain_scores_gemma":[0.992405,0.003125125,0.001467002,0.0006542477,0.0008247731,0.001523803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9345611,0.057248,0.0004383824,0.000354713,0.0004960211,0.00001505945,0.0001360587,0.0002483237,0.0007765873,0.0001420849,0.0002871006,0.005296638],"study_design_scores_gemma":[0.8164141,0.1794397,0.00167606,0.00006323274,0.0007108974,0.000006333592,0.00009659937,0.0004288323,0.0004910441,0.0001803733,0.0004619675,0.00003087481],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695991,0.001312263,0.001401281,0.0004617528,0.001386464,0.02305783,0.0007295888,0.0001495459,0.001902155],"genre_scores_gemma":[0.9405638,0.0012373,0.00532062,0.001050255,0.00101344,0.04447906,0.0007118448,0.00005850382,0.005565114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01653639,"threshold_uncertainty_score":0.05531973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07594474559505923,"score_gpt":0.3367959388465781,"score_spread":0.2608511932515188,"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."}}