{"id":"W2043507498","doi":"10.1097/pcc.0b013e3181a320cd","title":"External ventricular drains in pediatric patients*","year":2009,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Canadian Institutes of Health Research; Western University","funders":"","keywords":"Medicine; Interquartile range; Ventriculitis; Surgery; Hydrocephalus; External ventricular drain; Complication; Confidence interval; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001853547,0.0002769539,0.0003875817,0.0004760416,0.0001326545,0.00003148529,0.000368591,0.0001207078,0.0003752338],"category_scores_gemma":[0.004956598,0.0002324676,0.0001016009,0.001330548,0.0001164997,0.000172636,0.00006494473,0.0004534677,0.0001271886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395063,"about_ca_system_score_gemma":0.00006728485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002417961,"about_ca_topic_score_gemma":0.000003979775,"domain_scores_codex":[0.9969779,0.0001153398,0.0005657263,0.0006622963,0.000969725,0.0007089953],"domain_scores_gemma":[0.9986295,0.0004899287,0.00005473495,0.0002868052,0.0001488805,0.0003901689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002854836,0.002178266,0.930804,0.000921264,0.000001845754,0.004218944,0.003316357,0.00003853288,0.002366689,0.02828545,0.008997513,0.01858571],"study_design_scores_gemma":[0.006042316,0.003588448,0.9796415,0.00006263233,0.0003248265,0.0000847996,0.0002776338,0.0002410387,0.0008943165,0.006015827,0.00189654,0.0009301467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852467,0.004648593,0.0002645992,0.002128309,0.0009961512,0.0003091388,0.00001463388,0.0001174547,0.006274397],"genre_scores_gemma":[0.9937398,0.0004510295,0.00005255982,0.002210492,0.003462099,0.00001034046,0.000008799386,0.00001970409,0.00004516556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04883754,"threshold_uncertainty_score":0.9479753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016171709901157,"score_gpt":0.298428939540761,"score_spread":0.282257229639604,"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."}}