{"id":"W4389220209","doi":"10.1182/blood-2023-186880","title":"Blood Biomarkers and Risk of Venous Thromboembolism in Cancer Patients: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; MEDLINE; Observational study; Confidence interval; Internal medicine; Odds ratio; Biomarker; Cancer; Systematic review; Risk assessment; Oncology; Intensive care 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":[0.009644235,0.002277535,0.01702492,0.007864948,0.0006613088,0.002867805,0.001883125,0.001828321,0.003545107],"category_scores_gemma":[0.02599218,0.001302603,0.02889626,0.01022729,0.0005936032,0.001613109,0.001366191,0.001454931,0.0003287437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002847849,"about_ca_system_score_gemma":0.004359577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008112736,"about_ca_topic_score_gemma":0.01814256,"domain_scores_codex":[0.9924459,0.003131103,0.002485176,0.0007043856,0.0009628462,0.0002706633],"domain_scores_gemma":[0.9837372,0.01204814,0.002331954,0.0004049878,0.001284676,0.0001930948],"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":[0.001141016,0.00001923691,0.004539324,0.5767661,0.4043132,0.0001618474,0.00009023674,0.0004921798,0.000177782,0.0001330498,0.0008193153,0.01134679],"study_design_scores_gemma":[0.0003421278,0.0001433976,0.004468028,0.05161275,0.9406219,0.0001370642,0.00004731773,0.0002229625,0.0001101275,0.000180096,0.002088441,0.00002581926],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003181274,0.9952122,0.0003444739,0.0001555398,0.00007687719,0.0002532068,0.0005543385,0.00001932512,0.0002028156],"genre_scores_gemma":[0.09072956,0.9046107,0.001692799,0.0005900813,0.0001705855,0.001067988,0.0008323667,0.00002261021,0.0002832395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01702492,"threshold_uncertainty_score":0.05100423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05921426797289189,"score_gpt":0.3422545521749589,"score_spread":0.2830402842020671,"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."}}