{"id":"W2009573706","doi":"10.1227/01.neu.0000370015.94386.1f","title":"Overt Cerebrospinal Fluid Drainage Is Not a Sine Qua Non for Paradoxical Herniation After Decompressive Craniectomy","year":2010,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Decompressive craniectomy; Intracranial Hypotension; Brain herniation; Midline shift; Trendelenburg position; Surgery; Intracranial pressure; Hematoma; External ventricular drain; Decompression; Cerebrospinal fluid; Stupor; Anesthesia; Traumatic brain injury; Hydrocephalus; Vomiting","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":[0.0003640818,0.0003588861,0.0003947263,0.0006652073,0.0004996584,0.0006351422,0.0004976063,0.001283254,0.002631923],"category_scores_gemma":[0.01031672,0.0001751878,0.0002367052,0.0003912624,0.00122738,0.0008730989,0.0004324091,0.0008697743,0.0004415603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008148,"about_ca_system_score_gemma":0.0004885256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003466139,"about_ca_topic_score_gemma":0.0004509526,"domain_scores_codex":[0.99965,0.00005120482,0.00006545948,0.00005263275,0.00009103251,0.00008970012],"domain_scores_gemma":[0.9941761,0.001967685,0.002468024,0.0003626231,0.000310879,0.0007145793],"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":[0.0005586983,0.00006144882,0.3649479,0.0002271765,0.00004932101,0.6117215,0.0003356078,0.0001265105,0.003687727,0.0004686593,0.001377949,0.01643751],"study_design_scores_gemma":[0.00004252895,0.0002636854,0.108499,0.00007667948,0.00003825933,0.8869666,0.0003916834,0.0005565285,0.001526197,0.0004395811,0.00118239,0.00001693848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913795,0.003346772,0.0009453508,0.001141137,0.0002051499,0.00001999686,0.00005459015,0.00005608226,0.002851497],"genre_scores_gemma":[0.9991252,0.0003307908,0.0001392441,0.0001150697,0.0001815033,0.000003390611,0.0000229984,0.000003820417,0.00007798629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002631923,"threshold_uncertainty_score":0.008804679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404320592205883,"score_gpt":0.287493734443519,"score_spread":0.2734505285214602,"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."}}