{"id":"W2171342676","doi":"10.3171/ped.2006.105.2.118","title":"Late rapid deterioration after endoscopic third ventriculostomy: additional cases and review of the literature","year":2006,"lang":"en","type":"review","venue":"Journal of Neurosurgery Pediatrics","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Endoscopic third ventriculostomy; Ventriculostomy; Surgery; Endoscopy; Hydrocephalus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006536975,0.001887021,0.001252994,0.005958253,0.001186244,0.001475626,0.002135013,0.0024371,0.003088373],"category_scores_gemma":[0.002337915,0.0006469462,0.001039433,0.005436332,0.001357678,0.001592125,0.001348847,0.001164523,0.002088534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006014041,"about_ca_system_score_gemma":0.0006884154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294909,"about_ca_topic_score_gemma":0.001784549,"domain_scores_codex":[0.9988544,0.0001251234,0.0004384549,0.0001629336,0.0001917642,0.000227355],"domain_scores_gemma":[0.9974031,0.0007805285,0.00106201,0.0001973847,0.0002466934,0.0003103026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001318007,0.000273359,0.06049277,0.002007822,0.0001231818,0.8662682,0.0007005565,0.0002882495,0.001193446,0.0002804161,0.003932649,0.06430743],"study_design_scores_gemma":[0.00002397358,0.0001540876,0.02796409,0.0007389211,0.000103957,0.9590769,0.0005534697,0.0002234582,0.0004917007,0.0002475498,0.01037158,0.00005032898],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6437665,0.322019,0.005612897,0.001865637,0.002083639,0.0005628554,0.0006678142,0.0005041176,0.02291754],"genre_scores_gemma":[0.870377,0.1180432,0.002775307,0.001397523,0.003220255,0.0001558472,0.0008728852,0.00006654402,0.003091543],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005958253,"threshold_uncertainty_score":0.01033169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720030168268153,"score_gpt":0.2793476362241388,"score_spread":0.2521473345414573,"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."}}