{"id":"W4404024249","doi":"10.1001/jama.2024.19702","title":"Kidney Transplant Outcomes From Donors Who Received Dialysis","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Medicine; Dialysis; Kidney transplant; Kidney transplantation; Intensive care medicine; Kidney; MEDLINE; Internal medicine","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":[0.0007496165,0.0002054491,0.0005954028,0.0006947751,0.001036554,0.001875873,0.0004075597,0.0006269353,0.006429111],"category_scores_gemma":[0.005272268,0.000214264,0.001059527,0.001224886,0.000427903,0.001219776,0.001385887,0.00145035,0.0004680251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307679,"about_ca_system_score_gemma":0.0009374491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006370856,"about_ca_topic_score_gemma":0.007692982,"domain_scores_codex":[0.9990676,0.0001691908,0.00009754811,0.0001316105,0.0001555877,0.000378565],"domain_scores_gemma":[0.9968617,0.0004396745,0.001044262,0.0001610866,0.0004049397,0.00108833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004526217,0.0001418995,0.9918599,0.00005489487,0.0002218265,0.0002721626,0.0001789758,0.0001336527,0.00009707533,0.0004112328,0.001313315,0.00486253],"study_design_scores_gemma":[0.00007452328,0.0002531314,0.9945592,0.00009776693,0.0002065579,0.0007891784,0.001251983,0.0001996382,0.0001070878,0.001087544,0.001345201,0.00002817694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905385,0.001337129,0.00009621304,0.000801934,0.000142848,0.00001375683,0.001599949,0.000004746487,0.005464951],"genre_scores_gemma":[0.9972805,0.0005445236,0.00002842075,0.0003185699,0.0001014543,0.000006546298,0.001139681,0.000003313402,0.0005771246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006429111,"threshold_uncertainty_score":0.0215075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149245954126064,"score_gpt":0.2633949710595163,"score_spread":0.2484703756469099,"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."}}