{"id":"W3036345379","doi":"10.5489/cuaj.6460","title":"Are basic robotic surgical skills transferable from the simulator to the operating room? A randomized, prospective, educational study","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Anastomosis; Prostatectomy; Da Vinci Surgical System; Randomized controlled trial; Simulation; Robotic surgery; Surgery; Physical therapy; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004022877,0.0007938024,0.001035437,0.0004373348,0.0006901783,0.0005607369,0.0005605609,0.001327902,0.004803687],"category_scores_gemma":[0.004357466,0.000717136,0.0008189443,0.0003473372,0.001028473,0.0009481252,0.0005186882,0.001322941,0.0008146794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524386,"about_ca_system_score_gemma":0.001131056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003677464,"about_ca_topic_score_gemma":0.0006037799,"domain_scores_codex":[0.9978916,0.0008746713,0.0001890781,0.000364572,0.0003091909,0.000370937],"domain_scores_gemma":[0.9953053,0.001606626,0.001067235,0.0004246118,0.0003655053,0.001230626],"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":[0.4411572,0.3304697,0.1674533,0.0006178847,0.0007092198,0.0002896264,0.00128922,0.0005722764,0.010707,0.000116288,0.000520138,0.04609811],"study_design_scores_gemma":[0.03625795,0.837791,0.1230196,0.00003027698,0.0002061202,0.00009658753,0.0002951897,0.000320685,0.001312823,0.00005486748,0.0005822336,0.00003261734],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988467,0.00005386805,0.000127645,0.0000154722,0.000017719,0.0007319867,0.00004210427,0.000004587919,0.0001598675],"genre_scores_gemma":[0.9958033,0.0001333897,0.0009026719,0.0001404814,0.0000650736,0.00225117,0.0001228124,0.000002449711,0.000578658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004803687,"threshold_uncertainty_score":0.02127528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193060350752446,"score_gpt":0.2625314893804801,"score_spread":0.2432254543052355,"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."}}