{"id":"W2968233082","doi":"10.1093/neuros/nyz265","title":"Congress of Neurological Surgeons Systematic Review and Evidence-Based Guideline on the Management of Patients With Myelomeningocele: Whether Persistent Ventriculomegaly Adversely Impacts Neurocognitive Development","year":2019,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Neurocognitive; Hydrocephalus; Ventriculomegaly; Guideline; MEDLINE; Pediatrics; Cochrane Library; Evidence-based medicine; Randomized controlled trial; Intensive care medicine; Surgery; Cognition; Psychiatry; Pregnancy; Pathology; Alternative 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":[0.02329152,0.002580569,0.01034222,0.02116992,0.002100133,0.004808175,0.007007507,0.005014881,0.01222363],"category_scores_gemma":[0.07990219,0.001817097,0.009933871,0.01661713,0.001735303,0.004731406,0.003752997,0.003275392,0.003367197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326903,"about_ca_system_score_gemma":0.06240066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02214517,"about_ca_topic_score_gemma":0.05185246,"domain_scores_codex":[0.9743479,0.005416395,0.01325634,0.001294734,0.005004733,0.0006799151],"domain_scores_gemma":[0.9502847,0.01538401,0.01485481,0.0009392923,0.01692863,0.00160856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001847514,0.00002977666,0.0007431317,0.8330297,0.002938817,0.0001982063,0.0003660906,0.0002219443,0.0004695743,0.00120666,0.07288772,0.08772355],"study_design_scores_gemma":[0.0003418191,0.00006824797,0.001670024,0.9109269,0.008402461,0.0001993022,0.0001550814,0.000113221,0.0002007766,0.001073327,0.07680012,0.00004877374],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001626497,0.9130911,0.003812436,0.02650822,0.006525507,0.02228998,0.01540207,0.000367515,0.0103767],"genre_scores_gemma":[0.01103324,0.9095895,0.02593835,0.01220244,0.001241131,0.0267329,0.008642486,0.0001001745,0.004519742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02329152,"threshold_uncertainty_score":0.1231788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638196498034803,"score_gpt":0.2969545693029978,"score_spread":0.2305726043226498,"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."}}