{"id":"W2314558683","doi":"10.1227/neu.0000000000001177","title":"Three-Dimensional Simulation of Collision-Free Paths for Combined Endoscopic Third Ventriculostomy and Pineal Region Tumor Biopsy","year":2015,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Foramen; Third ventricle; Endoscopic third ventriculostomy; Ventriculostomy; Sagittal plane; Coronal plane; Magnetic resonance imaging; Radiology; Surgery; Endoscopy; Anatomy; Hydrocephalus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000318139,0.0004774482,0.000409466,0.0005837826,0.0004352983,0.0008436654,0.0008302551,0.001115386,0.003552084],"category_scores_gemma":[0.001448649,0.000534817,0.0009010878,0.0004695238,0.0004391037,0.0002728858,0.00054804,0.0003549793,0.0002998767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000780196,"about_ca_system_score_gemma":0.001135026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01901922,"about_ca_topic_score_gemma":0.01755781,"domain_scores_codex":[0.9998523,0.00003647597,0.00001079932,0.00002365368,0.00005053703,0.00002615623],"domain_scores_gemma":[0.9994369,0.0003716756,0.00006274591,0.0000283929,0.00005667475,0.00004349662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009283321,0.00003957625,0.003730858,0.00003387487,0.00001687822,0.0002180365,0.0001041251,0.9905124,0.001351078,0.0004295189,0.0002266644,0.003244251],"study_design_scores_gemma":[0.00001709256,0.00002667438,0.001043208,0.000005179544,0.000006303952,0.00004967109,0.00003788036,0.9977006,0.0005154908,0.000190605,0.0003979894,0.000009270965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590339,0.0003535674,0.1280357,0.0002367075,0.00007169806,0.0002253763,0.001852028,0.0009294316,0.009261626],"genre_scores_gemma":[0.9652278,0.0001571566,0.03255635,0.00002951334,0.000006500704,0.0001409865,0.000635403,0.0000977582,0.001148535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01901922,"threshold_uncertainty_score":0.037817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0475564498255323,"score_gpt":0.2905593173735441,"score_spread":0.2430028675480118,"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."}}