{"id":"W3096816673","doi":"10.1186/s40545-020-00274-8","title":"Evaluation of the prophylaxis and treatment of COVID-associated coagulopathy","year":2020,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of New Brunswick; University of Toronto","funders":"","keywords":"Medicine; Coagulopathy; Immunosuppression; Intensive care medicine; Disseminated intravascular coagulation; Disease; Thrombosis; Diabetes mellitus; Immunology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001890531,0.0004328945,0.001340509,0.001051086,0.0002359238,0.001182128,0.0006826466,0.0009279909,0.003567613],"category_scores_gemma":[0.006406488,0.0001678608,0.001208714,0.0006346848,0.0003150024,0.0008369575,0.0003762207,0.001414536,0.0006693546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006587749,"about_ca_system_score_gemma":0.001254396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105905,"about_ca_topic_score_gemma":0.001586545,"domain_scores_codex":[0.9989127,0.000402513,0.0002719187,0.00008887732,0.0002563171,0.00006769171],"domain_scores_gemma":[0.9982449,0.0009302424,0.0003545975,0.00003979925,0.0003539402,0.00007659079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006391069,0.0001456012,0.001612699,0.02974526,0.0006611826,0.0004701871,0.00009901707,0.0003885803,0.001163009,0.002023939,0.02091039,0.9421409],"study_design_scores_gemma":[0.0008032622,0.002638596,0.01672904,0.1109506,0.003691702,0.009328282,0.0004572766,0.0009996683,0.004599544,0.006162643,0.8435471,0.00009224604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001256171,0.9937139,0.0004223477,0.001345554,0.0003074757,0.00004509398,0.00007580777,0.00001141518,0.002822139],"genre_scores_gemma":[0.02008863,0.9752156,0.001810251,0.001305506,0.0006824908,0.00008322135,0.0001996532,0.000008556214,0.000606192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003567613,"threshold_uncertainty_score":0.01193482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.333700468448366,"score_gpt":0.5773846799347776,"score_spread":0.2436842114864116,"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."}}