{"id":"W1493373686","doi":"10.1093/neuonc/nou255.3","title":"ET-03 * CAVITATION-BASED THIRD VENTRICULOSTOMY USING MRI-GUIDED FOCUSED ULTRASOUND","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cavitation; Ultrasound; Medicine; Ventriculostomy; Radiology; Acoustics; Physics; Hydrocephalus","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":[0.000165224,0.0001803078,0.0001759488,0.0001593097,0.0001254302,0.0002126615,0.0002731145,0.0004035092,0.001791937],"category_scores_gemma":[0.0001798686,0.0001049437,0.0002507891,0.00009933396,0.0002785319,0.0002238693,0.0002497732,0.000357883,0.0004337266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709212,"about_ca_system_score_gemma":0.0001824611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004961811,"about_ca_topic_score_gemma":0.000504737,"domain_scores_codex":[0.9999136,0.00001240646,0.000005475795,0.00002130612,0.00003114349,0.00001613672],"domain_scores_gemma":[0.9999382,0.00001867588,0.00001724609,0.000007644009,0.000007343001,0.00001080531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004242251,0.00006553314,0.0003168775,0.00007441198,0.00001269407,0.0003909395,0.00002949441,0.0005884817,0.982407,0.0003607555,0.0003519651,0.01497777],"study_design_scores_gemma":[0.0001304977,0.00185334,0.003610662,0.00001631389,0.00003136904,0.003550552,0.00003282009,0.006793663,0.9720057,0.0001749615,0.01178024,0.00001992771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474469,0.001296186,0.04134347,0.0002241504,0.0001234893,0.000154355,0.000179704,0.0003609814,0.008870784],"genre_scores_gemma":[0.9681931,0.0005120842,0.02527275,0.0001350155,0.00003245732,0.0001232922,0.0002014534,0.00006756795,0.005462392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791937,"threshold_uncertainty_score":0.005994558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103842358878081,"score_gpt":0.3228319592679401,"score_spread":0.2817935356791593,"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."}}