{"id":"W2913640864","doi":"10.3389/fneur.2019.00011","title":"Timing of Decompressive Craniectomy for Ischemic Stroke and Traumatic Brain Injury: A Review","year":2019,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Decompressive craniectomy; Medicine; Traumatic brain injury; Decompression; Stroke (engine); Surgery; Brain herniation","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":[0.0008576236,0.001017181,0.002111807,0.004792235,0.0002949574,0.0009923262,0.001117523,0.0009997163,0.003875045],"category_scores_gemma":[0.003417481,0.0003811024,0.001599132,0.00494053,0.0004386078,0.001357948,0.0005675748,0.0008433544,0.0005910543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008150844,"about_ca_system_score_gemma":0.002457388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003443925,"about_ca_topic_score_gemma":0.005548999,"domain_scores_codex":[0.9996075,0.00008232839,0.0001394499,0.00006734152,0.00008341405,0.00002002139],"domain_scores_gemma":[0.9980117,0.001441797,0.0003156119,0.00002382597,0.0001666797,0.00004035939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001820012,0.00005646643,0.0005719683,0.2362112,0.0007380131,0.0002218552,0.0001455471,0.0004584613,0.0003284888,0.001302692,0.01667781,0.7431056],"study_design_scores_gemma":[0.000115266,0.0003863717,0.007502153,0.2672894,0.006414451,0.004320018,0.0003571606,0.0002555003,0.0004171941,0.002623221,0.7102416,0.00007781768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006913367,0.9996291,0.00002140611,0.00007096534,0.00004807996,0.000003631958,0.0000181367,0.000001956057,0.0001376149],"genre_scores_gemma":[0.0004963331,0.9992792,0.00005624441,0.00006164774,0.00004164475,0.000004450464,0.00001884721,6.10593e-7,0.00004098062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004792235,"threshold_uncertainty_score":0.01296329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06375998186902511,"score_gpt":0.3561237208071676,"score_spread":0.2923637389381425,"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."}}