{"id":"W7108067866","doi":"10.1681/asn.2025bfeemmjn","title":"Effect of COVID-19 on Kidney Transplantation Across the Americas","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney transplantation; Kidney disease; Nephrology; Transplantation; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00362977,0.0002597396,0.000362384,0.001224125,0.0008083986,0.002002888,0.000576467,0.0004034931,0.003027446],"category_scores_gemma":[0.01019645,0.0001315954,0.0008585929,0.002504085,0.0007481331,0.001068421,0.00240724,0.001419757,0.0002153585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568889,"about_ca_system_score_gemma":0.005326392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07522149,"about_ca_topic_score_gemma":0.07998239,"domain_scores_codex":[0.9971687,0.0007741624,0.0003292199,0.0004244852,0.0006827159,0.0006207201],"domain_scores_gemma":[0.9869509,0.001669742,0.006704094,0.0004673664,0.002317466,0.001890406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001892403,0.00005485267,0.9704504,0.0002006324,0.0002259702,0.0002439951,0.0008360404,0.0008264827,0.000375526,0.0008410221,0.004708865,0.02104696],"study_design_scores_gemma":[0.00001075908,0.00006238499,0.9898414,0.0002480677,0.0000823288,0.0002746147,0.002119129,0.0006801512,0.0002088093,0.0002895736,0.006167428,0.00001546918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704785,0.005719341,0.0007534729,0.008781897,0.0001736872,0.00006123147,0.006025745,0.00007985693,0.007926431],"genre_scores_gemma":[0.9936352,0.001661968,0.0003330662,0.001576563,0.00009841721,0.00003506244,0.002338414,0.00002640293,0.0002947777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07522149,"threshold_uncertainty_score":0.1495673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831049261336258,"score_gpt":0.4544713265565148,"score_spread":0.4261608339431522,"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."}}