{"id":"W7133023745","doi":"","title":"The Development of a Cerebral Hemispheric Surgery Simulator and its Evaluation for Epilepsy Neurosurgical Education","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Documentation; Ingenuity; Novelty; Epilepsy surgery; Scope (computer science); Epilepsy; Set (abstract data type); Learning curve; Virtual reality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001467283,0.0004444555,0.0002326986,0.0006776826,0.0002193663,0.0008456737,0.0006503001,0.000609974,0.002351962],"category_scores_gemma":[0.006125762,0.0001954118,0.0003908685,0.0003020456,0.0004331723,0.0005445884,0.0008675635,0.0004846111,0.0004884562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004388571,"about_ca_system_score_gemma":0.001141827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138383,"about_ca_topic_score_gemma":0.001147003,"domain_scores_codex":[0.9990641,0.0001994044,0.00007086978,0.00006011005,0.0005481527,0.0000572699],"domain_scores_gemma":[0.9983584,0.000580431,0.000152702,0.0001418163,0.0005758437,0.0001907923],"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":[0.001035778,0.002860889,0.03184203,0.001608103,0.0001166932,0.0009964945,0.002179974,0.1142589,0.3535732,0.005928121,0.005455124,0.4801446],"study_design_scores_gemma":[0.0003032177,0.02920575,0.06886511,0.0007175962,0.0003809582,0.002827762,0.002467955,0.3730547,0.455355,0.002204262,0.06422694,0.0003908211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959395,0.0004485348,0.0910154,0.0003972286,0.0002402517,0.001652282,0.0006135488,0.0007456103,0.008947751],"genre_scores_gemma":[0.9007907,0.0009425482,0.09254587,0.000103298,0.00002021704,0.0007288208,0.000759667,0.0001187065,0.003990267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002351962,"threshold_uncertainty_score":0.007868111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578382273139357,"score_gpt":0.3466106811543291,"score_spread":0.3208268584229356,"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."}}