{"id":"W1986805838","doi":"10.1227/neu.0b013e318249c744","title":"NeuroTouch","year":2012,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; National Research Council Canada","funders":"National Research Council Canada","keywords":"Haptic technology; Medicine; Virtual reality; Aspirator; Task (project management); Neurosurgery; Software; Debulking; Medical physics; Simulation; Computer science; Surgery; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000500272,0.0006405511,0.0002523885,0.0004481757,0.0005697881,0.0006367572,0.0006231243,0.000415918,0.05717986],"category_scores_gemma":[0.001603785,0.0001819753,0.000316506,0.0001855901,0.0005014003,0.0006177733,0.001603316,0.0005107416,0.0105385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008506298,"about_ca_system_score_gemma":0.003215066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152,"about_ca_topic_score_gemma":0.02398705,"domain_scores_codex":[0.9996624,0.0000409115,0.00001776897,0.00004309387,0.0001761053,0.00005968806],"domain_scores_gemma":[0.9993266,0.0001015544,0.00004104749,0.0001108098,0.0002368282,0.0001831935],"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":[0.001615844,0.0006575078,0.01645485,0.0006800032,0.00005532583,0.002451708,0.001162248,0.006832779,0.06255981,0.008543923,0.1003114,0.7986745],"study_design_scores_gemma":[0.0004258193,0.003325964,0.0339072,0.0005492971,0.0001238565,0.01014881,0.0007559913,0.02037289,0.05515199,0.004697742,0.8703703,0.0001701883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4432731,0.003127856,0.1649561,0.004140913,0.001450549,0.002606255,0.005284885,0.02379496,0.3513654],"genre_scores_gemma":[0.5654927,0.002775204,0.1024933,0.001664914,0.0001703611,0.001197073,0.006126183,0.001022992,0.3190572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05717986,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06223509817956564,"score_gpt":0.3447244207481901,"score_spread":0.2824893225686245,"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."}}