{"id":"W3203613613","doi":"10.1097/txd.0000000000001234","title":"COVID-19 in Solid Organ Transplantation: Results of the National COVID Cohort Collaborative","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Disease Control Laboratory; University of Regina; Dalhousie University","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transplantation; Pandemic; Cohort; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty); 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":[0.001357055,0.000173302,0.0004565867,0.0001635079,0.0001623657,0.0000155692,0.0001439909,0.0001095182,0.0002760995],"category_scores_gemma":[0.01890912,0.0001346685,0.0001332253,0.001509435,0.000273459,0.00009805033,0.00001842696,0.0002810255,0.00001340181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171096,"about_ca_system_score_gemma":0.005253042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241449,"about_ca_topic_score_gemma":0.001521234,"domain_scores_codex":[0.9969159,0.000474091,0.0007615032,0.0004557636,0.001117967,0.0002747936],"domain_scores_gemma":[0.9923964,0.006134335,0.0001659242,0.0002243216,0.0008014974,0.0002775867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0317376,0.003006571,0.7568184,0.01634122,0.00200455,0.00298558,0.05943918,0.03465893,0.07611224,0.003319196,0.01201872,0.00155786],"study_design_scores_gemma":[0.01955739,0.0003173837,0.8698598,0.0006752169,0.0005096791,0.00007015619,0.0005651354,0.0006451842,0.09238006,0.0006621041,0.01437347,0.0003843997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7549805,0.0009296802,0.004844934,0.1481101,0.0008941236,0.006219028,0.01205248,0.0004306975,0.07153845],"genre_scores_gemma":[0.9886742,0.004560966,0.0002452435,0.004977874,0.00006513767,0.00008295686,0.0004644576,0.00001624603,0.0009128994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2336937,"threshold_uncertainty_score":0.989355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05363374213346185,"score_gpt":0.4286203178014514,"score_spread":0.3749865756679896,"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."}}