{"id":"W3198631361","doi":"10.47326/ocsat.2021.02.41.1.0","title":"Heparin Anticoagulation for Hospitalized Patients with COVID-19","year":2021,"lang":"en","type":"report","venue":"","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"London Health Sciences Centre; Hospital for Sick Children; Hamilton Health Sciences","keywords":"Coronavirus disease 2019 (COVID-19); Heparin; Medicine; 2019-20 coronavirus outbreak; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Emergency medicine; Internal medicine; Infectious disease (medical specialty); Disease; Outbreak","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006597602,0.0003565168,0.001007773,0.0009219719,0.0004809372,0.001168081,0.0005520891,0.001353536,0.007466337],"category_scores_gemma":[0.03510682,0.0001986306,0.00155838,0.001960993,0.0002330427,0.0005563357,0.0005530071,0.001353326,0.001194349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008683818,"about_ca_system_score_gemma":0.002895952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770258,"about_ca_topic_score_gemma":0.007881783,"domain_scores_codex":[0.991686,0.004900258,0.001894269,0.0001802349,0.0009561533,0.0003829334],"domain_scores_gemma":[0.9670132,0.01161603,0.0134247,0.001092986,0.003810138,0.003042909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04721066,0.002077952,0.2668974,0.03136845,0.004894454,0.0007218699,0.0002510394,0.0001475179,0.001316294,0.001907256,0.1843736,0.4588335],"study_design_scores_gemma":[0.0534822,0.03427387,0.5953743,0.07646124,0.008529054,0.002463808,0.0008385839,0.0003591914,0.001685546,0.002674116,0.2236773,0.0001806669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2361647,0.5908494,0.001169013,0.05658303,0.006046063,0.006186233,0.0293048,0.0001151015,0.0735817],"genre_scores_gemma":[0.637886,0.2652062,0.007577499,0.04371093,0.007096685,0.005134813,0.02791856,0.00004781697,0.005421546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007466337,"threshold_uncertainty_score":0.0348919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163625750041882,"score_gpt":0.4850176226304717,"score_spread":0.3686550476262835,"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."}}