{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004999956,0.0001716095,0.0005352288,0.00006027881,0.0002740811,0.00002819627,0.0001995505,0.0001516963,0.00009681612],"category_scores_gemma":[0.03896442,0.0001113645,0.0002296836,0.0004076133,0.0003139364,0.0001271845,0.00004678403,0.0007071429,0.000008804863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006105093,"about_ca_system_score_gemma":0.000584687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005435012,"about_ca_topic_score_gemma":0.001178183,"domain_scores_codex":[0.9948952,0.002044783,0.001326452,0.0005472155,0.0009169244,0.0002694204],"domain_scores_gemma":[0.9669897,0.03114496,0.0005888533,0.0004428764,0.0005760852,0.0002575166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004545624,0.003724817,0.9829589,0.001033999,0.0003570098,0.0002424947,0.002034108,0.00009523882,0.001544072,0.000008760067,0.00001083225,0.003444163],"study_design_scores_gemma":[0.008254757,0.000997805,0.9883521,0.0001866158,0.0003711075,0.00004864332,0.0005835739,0.0002833904,0.000199081,0.00003193474,0.0005753351,0.0001156674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956425,0.0001581633,0.000849781,0.00176231,0.0001636706,0.001204574,0.0001058948,0.00006262125,0.00005043931],"genre_scores_gemma":[0.994327,0.004224417,0.0002212596,0.0003979819,0.0001115669,0.000106842,0.0003759397,0.00001706545,0.000217889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03396447,"threshold_uncertainty_score":0.9691308,"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."}}