{"id":"W2083092713","doi":"10.1186/1743-8454-7-s1-s13","title":"Iatrogenic complications following shunting the subarachnoid space in infancy","year":2010,"lang":"en","type":"article","venue":"Cerebrospinal Fluid Research","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Shunting; Subarachnoid space; Headaches; Hydrocephalus; Neurology; Aseptic meningitis; Surgery; Meningitis; Pathology; Cerebrospinal fluid","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":[0.0006018356,0.0008186264,0.0006357266,0.001003364,0.00124403,0.0007044268,0.0005305831,0.001170126,0.001436625],"category_scores_gemma":[0.005343707,0.0003557271,0.0005226533,0.0007427711,0.001307184,0.0007851394,0.001102246,0.001347737,0.000467741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007665502,"about_ca_system_score_gemma":0.0006928474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009814211,"about_ca_topic_score_gemma":0.001162354,"domain_scores_codex":[0.9992483,0.0001482557,0.0001253565,0.00006149406,0.000202371,0.0002142495],"domain_scores_gemma":[0.9972208,0.0006685643,0.001317943,0.0002095888,0.0001456562,0.0004374955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00011173,0.00003603522,0.07787521,0.0001552469,0.00002856249,0.9072226,0.0005516675,0.00009585139,0.001086988,0.0006207792,0.0005021252,0.01171326],"study_design_scores_gemma":[0.000007949875,0.0001547203,0.02639806,0.00005628606,0.00002597487,0.9709792,0.0002122367,0.00009484998,0.0007947208,0.000257935,0.001008907,0.000009130184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978676,0.00945023,0.001608597,0.0009449851,0.0002051679,0.00005322643,0.00009590164,0.0001361042,0.008829685],"genre_scores_gemma":[0.9944302,0.003549905,0.0008064334,0.0002707228,0.0003280754,0.00002291969,0.0000716272,0.00002004619,0.0004998914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001436625,"threshold_uncertainty_score":0.005561709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05665652543188024,"score_gpt":0.3623751778783125,"score_spread":0.3057186524464323,"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."}}