{"id":"W3092608642","doi":"10.1182/bloodadvances.2020002482","title":"Risk-assessment models for VTE and bleeding in hospitalized medical patients: an overview of systematic reviews","year":2020,"lang":"en","type":"article","venue":"Blood Advances","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Jewish General Hospital; McMaster University; McGill University; Impact; Cochrane","funders":"","keywords":"Systematic review; Medicine; MEDLINE; Risk assessment; Venous thromboembolism; Meta-analysis; Medical literature; Intensive care medicine; Family medicine; Internal medicine; Pathology","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":[0.04870086,0.004391286,0.01192942,0.02343337,0.000899368,0.005057118,0.003812929,0.003406878,0.003019535],"category_scores_gemma":[0.2021256,0.002881729,0.0265196,0.01585528,0.001418886,0.005541631,0.00271453,0.003725949,0.0003939981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150789,"about_ca_system_score_gemma":0.01475726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01810234,"about_ca_topic_score_gemma":0.02628763,"domain_scores_codex":[0.9448606,0.02927136,0.016098,0.002604204,0.006591847,0.0005740594],"domain_scores_gemma":[0.7896763,0.1821626,0.01701592,0.002090128,0.008662745,0.0003924235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002341997,0.00004881301,0.001853945,0.8843323,0.02119345,0.00006635405,0.000344179,0.001246915,0.00006692493,0.002145152,0.001886536,0.08658119],"study_design_scores_gemma":[0.0002944547,0.000252995,0.003605345,0.8840368,0.08728997,0.0003357731,0.0003228416,0.001937937,0.0001690269,0.003333212,0.01828244,0.0001392456],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002932782,0.9981613,0.0006720155,0.0003256616,0.00005606764,0.0002377793,0.000123565,0.00001480764,0.0001156505],"genre_scores_gemma":[0.01193045,0.9807965,0.005313945,0.0004426121,0.0001116238,0.001181226,0.0001567006,0.00001235218,0.00005466872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04870086,"threshold_uncertainty_score":0.2575578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08485540348015408,"score_gpt":0.3735121347667285,"score_spread":0.2886567312865744,"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."}}