{"id":"W2070855918","doi":"10.3171/2009.2.peds08400","title":"A multicenter retrospective comparison of conversion from temporary to permanent cerebrospinal fluid diversion in very low birth weight infants with posthemorrhagic hydrocephalus","year":2009,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Hydrocephalus; Shunt (medical); Surgery; Cerebrospinal fluid; Intraventricular hemorrhage; Retrospective cohort study; External ventricular drain; Incidence (geometry); Anesthesia; Internal medicine; Gestational age; Pregnancy","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":[0.001269601,0.0002753594,0.0003709746,0.001166347,0.0003929326,0.000681336,0.0004331223,0.000519344,0.000927127],"category_scores_gemma":[0.006102448,0.0003208331,0.0004705004,0.0008696686,0.0004032989,0.0005129233,0.0005508218,0.0004315005,0.0001526348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617157,"about_ca_system_score_gemma":0.0003330206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409208,"about_ca_topic_score_gemma":0.001085232,"domain_scores_codex":[0.9985667,0.0005163067,0.0002539246,0.0002662819,0.0002263373,0.0001705195],"domain_scores_gemma":[0.9947847,0.0011525,0.002894113,0.0002740999,0.0003934682,0.0005012116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001915502,0.00002396741,0.9986795,0.000007637626,0.00003469262,0.0001946929,0.00008438314,0.00001147161,0.0001083059,0.000006716754,0.00002165764,0.0006354142],"study_design_scores_gemma":[0.00001863627,0.0005262309,0.9967172,0.00001238299,0.00003931697,0.002051678,0.0003538459,0.00009138663,0.00009042098,0.000006937688,0.00008757327,0.000004392884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997482,0.0001086823,0.00002559192,0.000005773505,0.000002833872,0.000004194634,0.00003793562,8.344488e-7,0.00006596484],"genre_scores_gemma":[0.9997794,0.00004727138,0.00003692631,0.000008209866,0.000004978899,0.000007100779,0.0001005135,8.789921e-7,0.00001473276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001409208,"threshold_uncertainty_score":0.006714344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016557106009351,"score_gpt":0.2449458543954998,"score_spread":0.2347802833354063,"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."}}