{"id":"W3198585586","doi":"10.1172/jci151788","title":"Convalescent plasma associates with reduced mortality and improved clinical trajectory in patients hospitalized with COVID-19","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Moderna; Jounce Therapeutics; Centers for Disease Control and Prevention; AstraZeneca; HCA Healthcare; McGill University; Johns Hopkins University; Pfizer","keywords":"Medicine; Concomitant; Hazard ratio; Internal medicine; Retrospective cohort study; Coronavirus disease 2019 (COVID-19); Cohort study; Risk of mortality; Emergency medicine; Disease; Confidence interval; Infectious disease (medical specialty)","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":[0.001536026,0.000316939,0.0004616032,0.0003073566,0.0002915793,0.000560927,0.0003359087,0.000297114,0.0009159724],"category_scores_gemma":[0.004494986,0.0001137724,0.0006363762,0.0003385058,0.0002466462,0.00038543,0.0005288515,0.0005858236,0.00008245429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002137,"about_ca_system_score_gemma":0.0004029515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104192,"about_ca_topic_score_gemma":0.002367938,"domain_scores_codex":[0.9993733,0.0002508203,0.00006365889,0.0001214541,0.00008063985,0.0001102555],"domain_scores_gemma":[0.9976721,0.0005006666,0.001095323,0.0001729528,0.000165056,0.0003938106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227048,0.0001688013,0.9942484,0.00002072773,0.0001335952,0.00007179751,0.00006018992,0.0001858461,0.0003249743,0.00003038368,0.00009525041,0.003432881],"study_design_scores_gemma":[0.00003959569,0.001049369,0.9971631,0.00001154407,0.00006115623,0.0001500299,0.0001347657,0.001113629,0.0001026123,0.00007511349,0.00009386392,0.000005038249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995059,0.0001933006,0.00009659865,0.00004678767,0.000004747262,0.000004128219,0.0000550852,0.000002205418,0.00009129533],"genre_scores_gemma":[0.9996129,0.00006520199,0.00007837741,0.00002136697,0.000007895745,0.000002737895,0.0001809902,7.959512e-7,0.0000298486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002104192,"threshold_uncertainty_score":0.008123398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479939516212321,"score_gpt":0.4777000822642382,"score_spread":0.3297061306430061,"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."}}