{"id":"W4407375187","doi":"10.1080/02688697.2025.2464731","title":"Venous thromboembolism prophylaxis in traumatic brain injury after radiographic progression: a 6-year experience at a single Canadian Level 1 trauma Centre","year":2025,"lang":"en","type":"article","venue":"British Journal of Neurosurgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Traumatic brain injury; Venous thromboembolism; Brain trauma; Radiography; Surgery; Anesthesia; Thrombosis; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004954628,0.0002551617,0.001059307,0.001364869,0.000163761,0.0001448513,0.0002182489,0.0001515029,0.0002617954],"category_scores_gemma":[0.0003498276,0.0002730686,0.0003688089,0.00123673,0.0001703201,0.0002352897,0.00006945014,0.0005060527,0.000007408381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648199,"about_ca_system_score_gemma":0.0003922309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738522,"about_ca_topic_score_gemma":0.01462933,"domain_scores_codex":[0.9972379,0.0001962427,0.0009851442,0.0003746177,0.0005312741,0.0006748004],"domain_scores_gemma":[0.9986996,0.000121428,0.0002805099,0.0002836502,0.0001656777,0.0004491444],"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":[0.001081969,0.009999123,0.2355103,0.001542522,0.0005065875,0.05968586,0.007931707,0.00002140243,0.005121548,0.00007924657,0.1021242,0.5763956],"study_design_scores_gemma":[0.001219059,0.000714517,0.9764309,0.004789595,0.0001044014,0.002130571,0.0005848767,0.00000846533,0.0006598969,0.00008333607,0.01300072,0.0002736681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992417,0.002885862,0.000004885902,0.002380815,0.0009305474,0.0006441921,0.00003248486,0.00002328026,0.0006809821],"genre_scores_gemma":[0.9960905,0.0005657963,0.0001585956,0.002669003,0.0001426173,0.0000511323,0.000005053077,0.00004255571,0.0002747251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7409207,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475390178613083,"score_gpt":0.2788199811827159,"score_spread":0.254066079396585,"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."}}