{"id":"W2510340406","doi":"10.1007/s00381-016-3236-6","title":"Efficacy and safety of endoscopic third ventriculostomy and choroid plexus cauterization for infantile hydrocephalus: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Child s Nervous System","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Cauterization; Endoscopic third ventriculostomy; Hydrocephalus; Choroid plexus; Neurosurgery; Ventriculostomy; Meta-analysis; Observational study; Cohort study; Surgery; Pediatrics; Internal medicine","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":[0.003965261,0.001823632,0.01282388,0.002707528,0.0004357039,0.002210282,0.001703764,0.002012608,0.00396729],"category_scores_gemma":[0.01195857,0.001075055,0.0206099,0.003683106,0.0006952129,0.00147105,0.001172205,0.001666124,0.0002690227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335955,"about_ca_system_score_gemma":0.001972004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003898924,"about_ca_topic_score_gemma":0.01380618,"domain_scores_codex":[0.9975433,0.0006572932,0.001030705,0.0003368323,0.0003096766,0.0001222963],"domain_scores_gemma":[0.9945498,0.003301718,0.001518527,0.0001592068,0.0003650297,0.0001056784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005645473,0.000101864,0.003718577,0.5386758,0.4265989,0.0001918083,0.0001789479,0.0003793335,0.0005784432,0.0001213267,0.0007726758,0.02303683],"study_design_scores_gemma":[0.001753644,0.0005332708,0.004954414,0.02094825,0.9688185,0.0001592976,0.00009852168,0.0001056315,0.0001462926,0.0001360719,0.002304404,0.00004174221],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008694502,0.9902304,0.0002146323,0.00009204486,0.0001046702,0.0001499105,0.0002815265,0.00001239468,0.0002198485],"genre_scores_gemma":[0.1648863,0.8314548,0.001266004,0.0009568058,0.0001941919,0.0003382419,0.0004489696,0.00001827052,0.0004363298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01282388,"threshold_uncertainty_score":0.02097052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341312170170585,"score_gpt":0.2987273402153038,"score_spread":0.265314218513598,"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."}}