{"id":"W2339644768","doi":"10.1007/s00381-016-3095-1","title":"International Infant Hydrocephalus Study: initial results of a prospective, multicenter comparison of endoscopic third ventriculostomy (ETV) and shunt for infant hydrocephalus","year":2016,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Endoscopic third ventriculostomy; Hydrocephalus; Surgery; Randomization; Shunt (medical); Ventriculostomy; Prospective cohort study; Hazard ratio; Randomized controlled trial; Multicenter trial; Multicenter study; Confidence interval; 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":[0.002975184,0.001352089,0.001184682,0.0009741135,0.000860116,0.001127008,0.0009481641,0.001177219,0.001651366],"category_scores_gemma":[0.006758756,0.0007207353,0.001069306,0.001309932,0.001008715,0.001737591,0.00111091,0.001086993,0.0004590621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579189,"about_ca_system_score_gemma":0.0006108871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003083549,"about_ca_topic_score_gemma":0.004412517,"domain_scores_codex":[0.9982438,0.0008318684,0.0002153824,0.0003523112,0.000157225,0.0001994203],"domain_scores_gemma":[0.9952729,0.001283862,0.001327316,0.0004854999,0.0005151819,0.001115229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02594304,0.001618921,0.9652389,0.00005649734,0.0008069507,0.0005646001,0.0008972457,0.00007655237,0.001820895,0.00006625067,0.0001689664,0.002741118],"study_design_scores_gemma":[0.002043934,0.00819151,0.9857333,0.00002071572,0.0007973686,0.0007984868,0.001491519,0.000145062,0.0003350328,0.00003650146,0.00037263,0.00003387702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993941,0.0001718859,0.00003415157,0.00002273426,0.000008390795,0.0000247431,0.0001338447,0.000001243606,0.0002089244],"genre_scores_gemma":[0.998744,0.0001297471,0.0001485676,0.00005271454,0.00003918694,0.00004540972,0.0007238993,0.000005413667,0.0001110579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003083549,"threshold_uncertainty_score":0.01573443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925255418247271,"score_gpt":0.2930814234965202,"score_spread":0.2738288693140475,"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."}}