{"id":"W2898627761","doi":"10.1007/s10143-018-1045-y","title":"Clinical outcomes following early versus late pharmacologic thromboprophylaxis in patients with traumatic intracranial hemorrhage: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"Center for Clinical and Translational Research","keywords":"Medicine; Incidence (geometry); Meta-analysis; Traumatic brain injury; Neurosurgery; Venous thromboembolism; Internal medicine; Pediatrics; Surgery; Thrombosis","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003112949,0.0012808,0.03476788,0.0003487175,0.00009827544,0.00008655508,0.0005279419,0.0003123058,0.0008210688],"category_scores_gemma":[0.001376871,0.0006577112,0.008417466,0.002144268,0.0001747147,0.0001430086,0.0002658965,0.001058128,0.0002302277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264922,"about_ca_system_score_gemma":0.0001181098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001622015,"about_ca_topic_score_gemma":0.000007740666,"domain_scores_codex":[0.9896504,0.00242815,0.004559439,0.001537379,0.001141626,0.0006829886],"domain_scores_gemma":[0.9947352,0.001446678,0.001797148,0.001400658,0.0001605067,0.0004598392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000172599,0.000903441,0.0001608428,0.9060943,0.08347646,0.0005721038,0.000004173676,3.430728e-8,3.639462e-10,0.000004077669,0.00007970775,0.008687633],"study_design_scores_gemma":[0.001459247,0.001397386,0.001867701,0.1426388,0.8426135,0.00001052498,4.556847e-7,0.000001413756,8.687919e-10,0.000001140283,0.009500779,0.0005090146],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006040687,0.9816719,0.00000290074,0.0002611227,0.0002624514,0.01693952,0.00004006374,0.00007414515,0.00014388],"genre_scores_gemma":[0.0003303241,0.9928324,0.0001928668,0.004369914,0.00003474965,0.001896729,0.00008718421,0.0001095889,0.0001462239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7634554,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100757829231758,"score_gpt":0.4103795101028017,"score_spread":0.3003037271796258,"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."}}