{"id":"W1993280433","doi":"10.1097/ppo.0b013e3182885d79","title":"Robotic Surgical Simulation","year":2013,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Credentialing; Curriculum; Robotic surgery; Medical physics; Reliability (semiconductor); Construct validity; Computer science; Robotics; Simulation training; Process (computing); Medicine; Simulation; Robot; Medical education; Artificial intelligence; Psychology; Surgery","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":[0.0008880135,0.0009795103,0.001090257,0.002398175,0.0003143633,0.001248111,0.001207401,0.001459585,0.01045317],"category_scores_gemma":[0.002984501,0.0003028117,0.0007368413,0.001999722,0.0007351475,0.001345901,0.001423043,0.001221422,0.00579645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006558576,"about_ca_system_score_gemma":0.001829572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263731,"about_ca_topic_score_gemma":0.00149254,"domain_scores_codex":[0.9991682,0.000204477,0.0001209172,0.0001032022,0.0003596636,0.00004358266],"domain_scores_gemma":[0.9987984,0.0006281464,0.0001533334,0.00005969582,0.0002726806,0.00008774993],"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":[0.00002770572,0.00004501932,0.000373379,0.0143124,0.00009633852,0.0001770914,0.00009068422,0.0007959614,0.0006320524,0.003267342,0.02633549,0.9538466],"study_design_scores_gemma":[0.00001490903,0.00008107748,0.001605002,0.007585446,0.00008015033,0.00427338,0.000123898,0.0002501319,0.0004734307,0.003143266,0.9823429,0.00002634993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004032904,0.9865016,0.001464324,0.0004640176,0.0006314798,0.00003315015,0.00004435262,0.00004446383,0.01041324],"genre_scores_gemma":[0.005655505,0.9884536,0.001767093,0.0003808529,0.0005002619,0.00003596507,0.0001228755,0.00001035817,0.003073579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01045317,"threshold_uncertainty_score":0.03496933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2049244702858538,"score_gpt":0.4607741959817271,"score_spread":0.2558497256958733,"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."}}