{"id":"W4284882030","doi":"10.1111/jth.15808","title":"ISTH guidelines for antithrombotic treatment in COVID‐19","year":2022,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Michael's Hospital; University of Toronto; McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"National Institutes of Health; Gilead Sciences; LEO Pharma; Servier; Daiichi-Sankyo; Japan Blood Products Organization; Canadian Institutes of Health Research; Five Prime Therapeutics; Aspen; Grifols; International Society on Thrombosis and Haemostasis; Research Manitoba; Boston Scientific Corporation; Bristol-Myers Squibb; Eli Lilly and Company; CSL Behring; LifeArc; Alexion Pharmaceuticals; Alnylam Pharmaceuticals; Ablynx; CancerCare Manitoba Foundation; Sanofi; Manitoba Medical Service Foundation; Amgen; Pfizer","keywords":"Antithrombotic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus Infections; Intensive care medicine; Betacoronavirus; MEDLINE; Virology; Internal medicine; Biology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001473032,0.0001442818,0.0008008736,0.0002750309,0.0002596229,0.00002746996,0.000113806,0.00003522339,0.0003031281],"category_scores_gemma":[0.01102035,0.0001022002,0.0002884501,0.0002595017,0.0001102332,0.00008109167,0.000142419,0.0002113155,0.000001051804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006774114,"about_ca_system_score_gemma":0.0007166454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002483471,"about_ca_topic_score_gemma":0.00005188667,"domain_scores_codex":[0.9981472,0.00009838175,0.0007940124,0.0002047055,0.0004940068,0.0002616972],"domain_scores_gemma":[0.9969127,0.001937943,0.0002808583,0.0001739167,0.0003714417,0.0003231366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007767724,0.007430741,0.457346,0.002526365,0.004946174,0.0008131853,0.005843861,0.00440235,0.003752069,0.000867712,0.2356042,0.2686996],"study_design_scores_gemma":[0.02808977,0.01937303,0.1594761,0.0004387479,0.001404362,0.0001401491,0.005446857,0.002250395,0.0005539065,0.002941612,0.7794248,0.0004602194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7382679,0.004567151,0.0009087754,0.2546214,0.0003204201,0.001083013,0.0001277142,0.00001666279,0.00008693982],"genre_scores_gemma":[0.9644315,0.02070658,0.005505809,0.008804371,0.0002462535,0.00006458472,0.000007517445,0.00002521901,0.0002081505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5438207,"threshold_uncertainty_score":0.9973102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3712875803991561,"score_gpt":0.5428995254212675,"score_spread":0.1716119450221114,"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."}}