{"id":"W4296794506","doi":"10.1111/ajt.17199","title":"Short-course early outpatient remdesivir prevents severe disease due to COVID-19 in organ transplant recipients during the omicron BA.2 wave","year":2022,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Astellas Pharma; Sanofi","keywords":"Medicine; Hazard ratio; Cohort; Prospective cohort study; Mechanical ventilation; Internal medicine; Prednisone; Cohort study; Surgery; Confidence interval","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":[0.0005340865,0.0002991112,0.0005640913,0.0001385258,0.0002560877,0.0004396903,0.0002997381,0.0003875653,0.003449436],"category_scores_gemma":[0.0009067463,0.00009104343,0.000286181,0.00008523947,0.000108594,0.0002713799,0.0002172263,0.0008288824,0.0004273975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071088,"about_ca_system_score_gemma":0.0005444756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236374,"about_ca_topic_score_gemma":0.00396189,"domain_scores_codex":[0.9997033,0.0001104577,0.00001378127,0.00002117323,0.00003981082,0.0001114003],"domain_scores_gemma":[0.9996067,0.00006194646,0.0000921406,0.00002780115,0.00002850452,0.0001829853],"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":[0.2003366,0.02389258,0.08024057,0.0005401872,0.0004934449,0.0006027534,0.0001750348,0.0005882749,0.06722931,0.0006515777,0.0214833,0.6037664],"study_design_scores_gemma":[0.02281653,0.1710068,0.7640647,0.0003340304,0.0004505252,0.00164352,0.0004317564,0.002252949,0.01890391,0.0004232712,0.01761652,0.00005543854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897683,0.003073832,0.0004811783,0.0005976211,0.0001728583,0.0001741064,0.0003919637,0.00007652187,0.00526365],"genre_scores_gemma":[0.9967141,0.0005431651,0.0003587333,0.0003090998,0.0001337062,0.00004974327,0.0005295262,0.000008207706,0.00135364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003449436,"threshold_uncertainty_score":0.01153952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740302520494937,"score_gpt":0.3580443617795457,"score_spread":0.3306413365745963,"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."}}