{"id":"W2113536117","doi":"10.1007/s00464-010-1233-5","title":"Retention of laparoscopic procedural skills acquired on a virtual-reality surgical trainer","year":2010,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Trainer; Virtual reality; Medicine; Medical education; Psychology; Computer science; Human–computer interaction","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":[0.0008110335,0.0002516312,0.0003257251,0.0006170206,0.0002942807,0.0005842853,0.000528696,0.0005824193,0.004961892],"category_scores_gemma":[0.006009654,0.0001737905,0.000329391,0.0001860254,0.0003113363,0.0005706237,0.0007292128,0.0005624139,0.0008901348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432795,"about_ca_system_score_gemma":0.0003656245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440358,"about_ca_topic_score_gemma":0.001730917,"domain_scores_codex":[0.9995384,0.0001029097,0.00003011652,0.00006408988,0.0001014168,0.0001630106],"domain_scores_gemma":[0.9973641,0.0009179992,0.0002937572,0.0003046318,0.0006005531,0.000518993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02029311,0.02765654,0.4456573,0.0004986065,0.0003293451,0.002331327,0.0191755,0.003481962,0.1709166,0.0004231679,0.003197174,0.3060394],"study_design_scores_gemma":[0.0001745567,0.02963809,0.9236029,0.00007251336,0.0001474166,0.001124182,0.004407887,0.005637155,0.03221797,0.0001127874,0.00275372,0.000110587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991882,0.00001822546,0.0001040834,0.00001599803,0.000005966501,0.000008303313,0.00003509715,0.00001165392,0.0006125236],"genre_scores_gemma":[0.9971833,0.0000350766,0.0001527452,0.00002544662,0.000005787426,0.000009278591,0.00008602898,0.000006442729,0.002495858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004961892,"threshold_uncertainty_score":0.01659912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582091801766418,"score_gpt":0.3260038259298838,"score_spread":0.3001829079122196,"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."}}