{"id":"W4367060277","doi":"10.1093/neuonc/noad059","title":"Epidemiology, biology, and management of venous thromboembolism in gliomas: An interdisciplinary review","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; McGill University","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; Northwestern University","keywords":"Medicine; Glioma; Internal medicine; Low molecular weight heparin; Oncology; Risk factor; Intensive care medicine; Thrombosis; Cancer research","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":[0.001569728,0.0002378622,0.001775984,0.0004197747,0.00006851279,0.000001987457,0.0002214561,0.0002002617,0.00007593036],"category_scores_gemma":[0.0001481858,0.0002072977,0.0001137466,0.0006441638,0.0003317784,0.00007034743,0.0008577429,0.0002861057,0.00006462102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019799,"about_ca_system_score_gemma":0.00005465963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006736963,"about_ca_topic_score_gemma":0.000060817,"domain_scores_codex":[0.9973956,0.0005136964,0.0008226219,0.0006293986,0.0001002807,0.0005384434],"domain_scores_gemma":[0.9985437,0.0004369891,0.0002452738,0.0005523482,0.00004652286,0.0001751297],"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":[0.0005205672,0.008856597,0.05010896,0.02214475,0.001239093,0.005855463,0.003342257,0.00005619013,0.02469066,0.07316423,0.08885882,0.7211624],"study_design_scores_gemma":[0.00379499,0.01041428,0.8484511,0.003644547,0.001037096,0.0003977143,0.001578122,0.0003528177,0.000336777,0.01274272,0.1167654,0.0004843989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374317,0.01779328,0.00003166152,0.02743321,0.0009699649,0.002745924,0.0000217841,0.0002345959,0.01333786],"genre_scores_gemma":[0.809831,0.1783332,0.001163232,0.00985941,0.0001597822,0.000426,0.0001329207,0.00005802594,0.00003641646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7983422,"threshold_uncertainty_score":0.8453355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06284997916318107,"score_gpt":0.4287012859428215,"score_spread":0.3658513067796404,"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."}}