{"id":"W4397042986","doi":"10.1681/asn.20233411s1340a","title":"Comorbidity and Multimorbidity Burden in Living Kidney Donors","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Comorbidity; Multimorbidity; Medicine; Intensive care medicine; Kidney disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008404824,0.0001360941,0.000287238,0.0008475088,0.0006588591,0.0006917313,0.0003390429,0.0002652169,0.001325014],"category_scores_gemma":[0.002438672,0.000161517,0.00029409,0.001599772,0.0003450288,0.0003227201,0.0006771206,0.0005113534,0.00009159964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430883,"about_ca_system_score_gemma":0.00152259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1114304,"about_ca_topic_score_gemma":0.1589308,"domain_scores_codex":[0.9994586,0.0001158427,0.00004651785,0.00007877585,0.0001519173,0.0001483681],"domain_scores_gemma":[0.9984437,0.0001439454,0.0007785825,0.00006341664,0.0001763301,0.0003941937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001258327,0.000007238461,0.9993361,0.000004347413,0.00001655586,0.0000190625,0.00002907961,0.0000245944,0.00001601557,0.000009001385,0.00005343176,0.000472018],"study_design_scores_gemma":[0.000001257976,0.00001009429,0.9996614,0.000006188126,0.000007079704,0.0000904584,0.00006634679,0.00007308197,0.000007189267,0.00001753004,0.00005727458,0.00000204854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986858,0.0004094478,0.00004578224,0.0000848027,0.000004400834,0.000007132789,0.0004694595,0.000002266717,0.0002909118],"genre_scores_gemma":[0.9994822,0.0001111825,0.00004322793,0.0000195124,0.000004711312,0.000003334245,0.0002793475,5.623813e-7,0.00005582704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114304,"threshold_uncertainty_score":0.2215635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09004688007035412,"score_gpt":0.3923200443697048,"score_spread":0.3022731642993507,"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."}}