{"id":"W2035721749","doi":"10.1007/s13193-014-0314-7","title":"Virtual Reality Surgical Simulators- A Prerequisite for Robotic Surgery","year":2014,"lang":"en","type":"article","venue":"Indian Journal of Surgical Oncology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University; Royal Victoria Hospital","funders":"","keywords":"Virtual reality; Robotic surgery; Surgical oncology; Medicine; Da Vinci Surgical System; Set (abstract data type); Robotic arm; Simulation; Medical physics; Human–computer interaction; Surgery; Artificial intelligence; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003219063,0.0002350804,0.001453985,0.0003430213,0.0001107792,0.00002759415,0.0001434656,0.0004241432,0.0006639182],"category_scores_gemma":[0.0008227114,0.0001770641,0.0008478251,0.0003186336,0.0002297566,0.0001433711,0.00003503267,0.0006205942,0.00003142351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960772,"about_ca_system_score_gemma":0.0004698387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003419978,"about_ca_topic_score_gemma":0.000002381044,"domain_scores_codex":[0.9968075,0.0004969882,0.001384961,0.0002785486,0.000490836,0.0005412117],"domain_scores_gemma":[0.9887725,0.00905812,0.0006477894,0.0002110629,0.0004476692,0.0008628561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01909436,0.002316071,0.03641891,0.0002114629,0.0008824569,0.02243511,0.000901743,0.01830715,0.00003879028,0.01079582,0.001999446,0.8865987],"study_design_scores_gemma":[0.01356869,0.003179549,0.004673263,0.0001764401,0.0001931377,0.007155417,0.00009545514,0.003605747,0.0000448026,0.0007929449,0.9662675,0.0002470395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696984,0.0002666873,0.004141061,0.008451631,0.001710719,0.000507562,0.000007816135,0.00007456653,0.0151416],"genre_scores_gemma":[0.996906,0.00008002059,0.000295119,0.0006094978,0.001842454,0.000005732062,0.00001831338,0.000031789,0.0002110829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9642681,"threshold_uncertainty_score":0.7269438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05787806753774694,"score_gpt":0.3598154734693823,"score_spread":0.3019374059316353,"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."}}