{"id":"W4200105500","doi":"10.1002/rth2.12638","title":"Randomized trials of therapeutic heparin for COVID‐19: A meta‐analysis","year":2021,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Sinai Health System; Canadian Armed Forces; University of Ottawa; Ottawa Hospital; Queen's University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Heparin; Randomized controlled trial; Meta-analysis; Internal medicine; Therapeutic effect; Mechanical ventilation","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":[0.01601683,0.002615437,0.0190296,0.003199574,0.0005429465,0.003253322,0.001909803,0.002731823,0.00525823],"category_scores_gemma":[0.03253502,0.001194436,0.04026401,0.003716399,0.0007538591,0.001691373,0.001049175,0.002681327,0.0003432316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002410511,"about_ca_system_score_gemma":0.00196872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005149622,"about_ca_topic_score_gemma":0.006403062,"domain_scores_codex":[0.9867512,0.008098654,0.002611567,0.00120227,0.0009150692,0.0004211469],"domain_scores_gemma":[0.9782931,0.01695097,0.00282922,0.0006904968,0.0009500745,0.000286136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009779108,0.00004713682,0.002349852,0.1526106,0.8268591,0.00008728675,0.00003621268,0.0007165576,0.0001674512,0.0001765849,0.0006212677,0.006548961],"study_design_scores_gemma":[0.004605097,0.0004234976,0.00228144,0.00876312,0.9821706,0.00005487395,0.00002192097,0.0003646264,0.00009134663,0.0003161939,0.0008895249,0.00001781308],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01130145,0.9851515,0.001053573,0.0004207232,0.0003859249,0.0005392035,0.0006021475,0.00005285863,0.0004926755],"genre_scores_gemma":[0.4604937,0.526181,0.004732944,0.002692564,0.0007018874,0.002774805,0.001443555,0.00007193851,0.0009075655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0190296,"threshold_uncertainty_score":0.08470607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7276207349311485,"score_gpt":0.6499174090254413,"score_spread":0.07770332590570728,"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."}}