{"id":"W4293206452","doi":"10.1002/rth2.12786","title":"A systematic review of biomarkers among hospitalized patients with COVID‐19 predictive of venous thromboembolism: A communication from the Predictive and Diagnostic Variables Scientific and Standardization Committee of the ISTH","year":2022,"lang":"en","type":"review","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Standardization; Medicine; Coronavirus disease 2019 (COVID-19); Venous thromboembolism; Predictive value; Predictive value of tests; Intensive care medicine; Internal medicine; Computer science; Disease; Thrombosis","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":[0.02435648,0.001790438,0.01207392,0.01372829,0.0009367861,0.003408421,0.002479617,0.002525195,0.003562793],"category_scores_gemma":[0.07153013,0.001505263,0.01311792,0.01332438,0.00112,0.003064639,0.002210323,0.001601462,0.0003930984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006947291,"about_ca_system_score_gemma":0.01929292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009103338,"about_ca_topic_score_gemma":0.02331528,"domain_scores_codex":[0.9732156,0.0095398,0.01173703,0.001437842,0.003490224,0.0005794846],"domain_scores_gemma":[0.9316263,0.04434927,0.01395315,0.001471074,0.008039111,0.0005611332],"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":[0.0002122869,0.000007823152,0.001029462,0.9667131,0.01690792,0.0000983118,0.0001665486,0.00006481284,0.0001700874,0.0001542059,0.001964785,0.01251069],"study_design_scores_gemma":[0.0003339222,0.0001510975,0.004230821,0.8631192,0.1171335,0.0002100154,0.0001610895,0.00009072174,0.0002315291,0.0002864216,0.01401162,0.0000401308],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00194707,0.9931822,0.0003876221,0.001379924,0.0003870447,0.001147783,0.001227902,0.00002499021,0.0003154304],"genre_scores_gemma":[0.03376674,0.9550641,0.002547524,0.002923378,0.0002967145,0.004218291,0.0008611855,0.00002421384,0.0002978315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02435648,"threshold_uncertainty_score":0.1288109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122146641892572,"score_gpt":0.4639582137522348,"score_spread":0.3418115718596628,"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."}}