{"id":"W2570860324","doi":"10.1177/1460408616683208","title":"Mechanism of death after early decompressive craniectomy in traumatic brain injury","year":2016,"lang":"en","type":"article","venue":"Trauma","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Children's Hospital of Eastern Ontario; McGill University; Montreal Neurological Institute and Hospital; University of Manitoba","funders":"","keywords":"Decompressive craniectomy; Medicine; Traumatic brain injury; Surgery; Glasgow Coma Scale; Blunt; Anesthesia; Retrospective cohort study; Injury Severity Score; Poison control; Injury prevention; Emergency 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":[0.0002665197,0.0002157642,0.0005422604,0.0001977547,0.0000235123,0.000009190247,0.0001578787,0.0001160617,0.0005444344],"category_scores_gemma":[0.000107323,0.000141732,0.0002099623,0.0002009112,0.0001003541,0.0001585883,0.0000254137,0.0001446365,0.00006217817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951656,"about_ca_system_score_gemma":0.00003825419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006785838,"about_ca_topic_score_gemma":0.00004466751,"domain_scores_codex":[0.9983817,0.000117153,0.0005178851,0.0003396743,0.0003268931,0.0003166362],"domain_scores_gemma":[0.9989586,0.0002914162,0.0001201578,0.0004608224,0.00004773993,0.0001212972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009745139,0.004414058,0.1786969,0.003188164,0.001254607,0.001185296,0.0237202,0.000001931108,0.1842603,0.04276313,0.002109106,0.5486612],"study_design_scores_gemma":[0.004758413,0.0008255146,0.9141611,0.001267544,0.00009920524,0.00006319411,0.0001340226,0.00001447235,0.07176715,0.006329264,0.0003203454,0.000259754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954097,0.0001994993,0.0008973356,0.0007261481,0.0001208691,0.0005209649,0.00002006507,0.0000590925,0.002046342],"genre_scores_gemma":[0.9982187,0.00002001116,0.0007878649,0.0003915236,0.00005034684,0.0001027852,0.000001753638,0.00003239212,0.0003945884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7354642,"threshold_uncertainty_score":0.5961175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621404218387002,"score_gpt":0.2851487751460021,"score_spread":0.2589347329621321,"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."}}