{"id":"W3175883858","doi":"10.1097/tp.0000000000003860","title":"Prospective Clinical, Virologic, and Immunologic Assessment of COVID-19 in Transplant Recipients","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University Health Network","keywords":"Medicine; Asymptomatic; Immunosuppression; Viral shedding; Internal medicine; Mechanical ventilation; Viral load; Transplantation; Antibody; Prospective cohort study; Antibody titer; Immunology; Titer; Gastroenterology; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001368144,0.0003313326,0.0002986567,0.000572656,0.0004267728,0.0006776258,0.0002050482,0.0003373163,0.00129469],"category_scores_gemma":[0.001737565,0.0002584333,0.0003563051,0.0005417195,0.0003162593,0.0006017189,0.0006103776,0.0006756303,0.0003264946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415074,"about_ca_system_score_gemma":0.0002608822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005439623,"about_ca_topic_score_gemma":0.000514906,"domain_scores_codex":[0.999505,0.0001393513,0.00007031483,0.0001074312,0.00008024005,0.0000976981],"domain_scores_gemma":[0.9980478,0.0003598573,0.0008595069,0.0001284134,0.0001694394,0.0004349899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002359205,0.00002815493,0.9989495,0.000005187799,0.000009780422,0.00005100188,0.00001776512,0.00001369354,0.0002108975,0.000003652328,0.00001674035,0.0004578219],"study_design_scores_gemma":[0.00001336566,0.0006179527,0.9981217,0.00000689837,0.00001923652,0.000626341,0.0001066559,0.0001108716,0.0002300961,0.00001158599,0.0001320758,0.000003304843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994707,0.0001538234,0.00007252714,0.000006903873,0.000004137679,0.000009391927,0.0000965572,0.000001712712,0.0001842812],"genre_scores_gemma":[0.9995822,0.00005428236,0.00006719957,0.00001667876,0.000008017261,0.000007507196,0.0002057629,0.000001088657,0.00005720301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001368144,"threshold_uncertainty_score":0.007235527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09143208317781551,"score_gpt":0.4974257433371985,"score_spread":0.405993660159383,"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."}}