{"id":"W4409180268","doi":"10.3171/2024.12.jns242004","title":"Timing of pharmacological venous thromboembolism prophylaxis after firearm-related penetrating brain injury","year":2025,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Michael's Hospital","funders":"","keywords":"Medicine; Craniotomy; Glasgow Coma Scale; Traumatic brain injury; Decompressive craniectomy; Cohort; Trauma center; Surgery; Logistic regression; Retrospective cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004781004,0.0002035121,0.0003023579,0.0006610218,0.0002452911,0.000483301,0.0003343506,0.0002965287,0.001967558],"category_scores_gemma":[0.004624836,0.0001354437,0.0004982615,0.000897221,0.0001906551,0.0003867799,0.0003398503,0.0005300294,0.0002033374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412651,"about_ca_system_score_gemma":0.0007219707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002864433,"about_ca_topic_score_gemma":0.003440042,"domain_scores_codex":[0.9991333,0.0001545209,0.0001979403,0.000198204,0.0001866995,0.0001293255],"domain_scores_gemma":[0.9961271,0.0003775031,0.003054187,0.00007828418,0.0001602218,0.0002027932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003936203,0.00005199909,0.9943345,0.00007370958,0.00009245192,0.0001153917,0.00003341225,0.0001241039,0.0002473542,0.00002092934,0.00009349577,0.004419076],"study_design_scores_gemma":[0.00002418945,0.0004384675,0.9975312,0.00006937388,0.00006235577,0.00104416,0.00008209536,0.0002059654,0.0002653728,0.00002953751,0.0002412517,0.000006133885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996662,0.001540945,0.0002693924,0.0001059653,0.00001820624,0.00002385496,0.0007780576,0.000006361003,0.0005952242],"genre_scores_gemma":[0.9989042,0.0004662598,0.0001525365,0.00003111345,0.00001995356,0.00001458784,0.0003394819,0.000001263626,0.00007044911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002864433,"threshold_uncertainty_score":0.006582081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480815842512621,"score_gpt":0.3094992393689783,"score_spread":0.2846910809438521,"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."}}