{"id":"W3103495993","doi":"10.25259/sni_607_2019","title":"Hemorrhagic complications after decompressive craniectomy","year":2020,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Decompressive craniectomy; Glasgow Outcome Scale; Traumatic brain injury; Surgery; Intracranial pressure; Intraventricular hemorrhage; Refractory (planetary science); Subdural hemorrhage; Medical record; Glasgow Coma Scale; Anesthesia; Hematoma","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":[0.0003625809,0.0002221116,0.0003059474,0.001103705,0.0006472314,0.0006097889,0.0001891133,0.0001634268,0.001861577],"category_scores_gemma":[0.003139702,0.00008174321,0.0002788837,0.001278532,0.0004001128,0.0003085245,0.0004438732,0.0004583566,0.0001641496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005527692,"about_ca_system_score_gemma":0.0006767848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733232,"about_ca_topic_score_gemma":0.001929225,"domain_scores_codex":[0.9995099,0.00006384726,0.00009670301,0.00005116391,0.0001640196,0.000114292],"domain_scores_gemma":[0.9963851,0.0005303489,0.002402746,0.0001308724,0.0002275586,0.0003233855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002453164,0.00003712207,0.9691094,0.0001063799,0.00008125353,0.01251887,0.0001669898,0.00007965565,0.0006075306,0.00008913645,0.0004754998,0.01648287],"study_design_scores_gemma":[0.00001475283,0.0001860956,0.9514084,0.0000775287,0.00007455784,0.04582362,0.0003644642,0.0001290145,0.0006817498,0.0001762805,0.001055408,0.000008228724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942696,0.002946063,0.0002549413,0.000116521,0.00002121154,0.00002918564,0.0002635151,0.00001392793,0.002084975],"genre_scores_gemma":[0.9981933,0.001086382,0.0001041266,0.00005008032,0.00006779526,0.000009880529,0.0003748386,0.000002351783,0.0001112328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001861577,"threshold_uncertainty_score":0.006227553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196855043665262,"score_gpt":0.2814680453456387,"score_spread":0.2594994949089861,"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."}}