{"id":"W3164467782","doi":"10.1111/ctr.14376","title":"Immunosuppression practices during the COVID‐19 pandemic: A multinational survey study of transplant programs","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Immunosuppression; Medicine; Calcineurin; Pandemic; Coronavirus disease 2019 (COVID-19); Transplantation; Tacrolimus; Internal medicine; Intensive care medicine; Disease","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":[0.002599811,0.0002208882,0.0002235242,0.0009577678,0.0006756944,0.0009600775,0.0007239139,0.0006853473,0.001424592],"category_scores_gemma":[0.005292061,0.0003700377,0.0004270267,0.001793471,0.0005189538,0.001506701,0.001450744,0.0008468606,0.0002144773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008893802,"about_ca_system_score_gemma":0.0008637054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02801996,"about_ca_topic_score_gemma":0.02760538,"domain_scores_codex":[0.9982785,0.0007050203,0.0002341802,0.000214425,0.0002295899,0.0003383431],"domain_scores_gemma":[0.9943637,0.0007777509,0.003205796,0.0002681245,0.0003784928,0.001006169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001213805,0.00003372913,0.9983127,0.000009879459,0.0000140039,0.00002048759,0.0007222919,0.00001497669,0.0000377965,0.00001076242,0.0001207662,0.0006905131],"study_design_scores_gemma":[0.000002075767,0.00005020115,0.9976251,0.00001914426,0.000006816169,0.00005330844,0.001945209,0.0001046246,0.00001356465,0.000005704527,0.0001704223,0.000003879442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988771,0.0001186343,0.00004967823,0.0002127327,0.000004102822,0.00001753006,0.0003350495,0.000002191392,0.0003830896],"genre_scores_gemma":[0.9992986,0.000133146,0.00005099995,0.0001757004,0.000007480856,0.00002550254,0.0002102887,0.000002629857,0.00009565738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02801996,"threshold_uncertainty_score":0.05571371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3332386102470541,"score_gpt":0.5531103812947675,"score_spread":0.2198717710477134,"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."}}