{"id":"W7000327756","doi":"","title":"Exercises, scenarios and metrics for neurosurgical training on a virtual reality simulator","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Training (meteorology); Aviation; Flight simulator; Headset; Flight training; Driving simulator","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001819602,0.0007013364,0.0003743691,0.001469703,0.0002912298,0.0008405129,0.0005192104,0.0004886732,0.003989846],"category_scores_gemma":[0.01813054,0.0001541474,0.0003862666,0.0005686312,0.0002159488,0.0008501241,0.0008848592,0.0004006592,0.0005668401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005385753,"about_ca_system_score_gemma":0.0004774357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006271934,"about_ca_topic_score_gemma":0.0008753092,"domain_scores_codex":[0.9985117,0.0008774789,0.0001291224,0.0001232052,0.0002753922,0.00008301953],"domain_scores_gemma":[0.9948372,0.003178426,0.00039649,0.0003184052,0.0006287284,0.0006407906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005773988,0.01457313,0.1162504,0.001037271,0.0001940233,0.00044506,0.002628351,0.1466115,0.022451,0.006569499,0.01039826,0.6730675],"study_design_scores_gemma":[0.0006635883,0.02408572,0.4796377,0.0006158413,0.0002555637,0.00101123,0.003823789,0.432011,0.02142289,0.01577833,0.02026687,0.0004274307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548,0.000299992,0.02994593,0.0002912734,0.00005916032,0.001581393,0.001307616,0.0006583314,0.01105632],"genre_scores_gemma":[0.9588161,0.0001544298,0.03671716,0.00003533663,0.00001243672,0.001268446,0.001520357,0.00006417264,0.001411554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003989846,"threshold_uncertainty_score":0.01334739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165777790716071,"score_gpt":0.3294847669208881,"score_spread":0.2129069878492811,"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."}}