{"id":"W3008184725","doi":"10.1182/blood.2019003603","title":"Prognostic factors for VTE and bleeding in hospitalized medical patients: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Impact; St. Joseph’s Healthcare Hamilton; Cochrane","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Internal medicine; Thrombocytosis; Leukocytosis; Anemia; Aspirin; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000673643,0.0005003241,0.01347778,0.0003103456,0.00004185159,0.00004304581,0.0001489651,0.0001949838,0.00009383087],"category_scores_gemma":[0.002697566,0.0002963957,0.001534746,0.0006518365,0.00003928359,0.00004458051,0.0001511006,0.0002113461,0.000003312111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003178777,"about_ca_system_score_gemma":0.00008078734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730781,"about_ca_topic_score_gemma":0.000008876504,"domain_scores_codex":[0.9971153,0.0001839582,0.001316837,0.0006211298,0.0004857326,0.0002771118],"domain_scores_gemma":[0.9982212,0.0005388698,0.0005501289,0.0003156188,0.00007547359,0.0002986997],"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":[5.329993e-7,0.0004556321,0.0001613135,0.8484758,0.1500648,0.00002246537,0.00006023779,2.529397e-9,8.62074e-10,0.00005374525,0.00009611854,0.0006094471],"study_design_scores_gemma":[0.0007172916,0.0002195649,0.0001131435,0.09107839,0.8939649,0.000006335746,0.00001576441,0.000001946148,1.840234e-8,0.000004675971,0.01364519,0.0002328091],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005822996,0.9873111,0.00001097475,0.0003687467,0.00002179054,0.0120861,0.00007463516,0.00003117184,0.00003727194],"genre_scores_gemma":[0.0002033776,0.9955871,0.0001098759,0.0005343937,0.00002223378,0.003248293,0.0002164107,0.00004969802,0.000028671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7573974,"threshold_uncertainty_score":0.9999488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05823692839298742,"score_gpt":0.3372159664257381,"score_spread":0.2789790380327507,"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."}}