{"id":"W4224280355","doi":"10.3171/2022.3.peds224","title":"Endoscopic third ventriculostomy revision after failure of initial endoscopic third ventriculostomy and choroid plexus cauterization","year":2022,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; BC Children's Hospital; University of British Columbia; Hospital for Sick Children","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Cauterization; Endoscopic third ventriculostomy; Third ventricle; Complication; Ventriculostomy; Choroid plexus","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":[0.001648791,0.0002671747,0.00063356,0.00113881,0.0004400679,0.0004773221,0.0004543715,0.0003016735,0.00109701],"category_scores_gemma":[0.007814365,0.0001411221,0.001082053,0.0008922279,0.0007307039,0.0003638183,0.0004894956,0.0005185768,0.0001672529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009625821,"about_ca_system_score_gemma":0.001581239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076935,"about_ca_topic_score_gemma":0.003148039,"domain_scores_codex":[0.9983525,0.0002212404,0.0003094499,0.0002638856,0.000605671,0.0002472308],"domain_scores_gemma":[0.9903721,0.003242312,0.004769433,0.0004995678,0.0006097956,0.0005068344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004199266,0.00004541091,0.9781948,0.0001473354,0.0001029334,0.004126881,0.0001324451,0.0002547196,0.0006706419,0.0000683711,0.0002549497,0.01558162],"study_design_scores_gemma":[0.00005628693,0.001182434,0.9654926,0.0001681469,0.0001101034,0.0281304,0.0002963564,0.0008328079,0.002630945,0.00007703539,0.001005692,0.00001727299],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978486,0.0008822398,0.0004639318,0.00002973001,0.00001350678,0.00003381179,0.000258913,0.00001657182,0.0004526199],"genre_scores_gemma":[0.998931,0.000281156,0.0003435469,0.00002511835,0.0000137084,0.0000255681,0.0002592151,0.000005062293,0.0001156804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002076935,"threshold_uncertainty_score":0.008719683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455237027481705,"score_gpt":0.2626044396249684,"score_spread":0.2480520693501514,"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."}}