{"id":"W2061574741","doi":"10.1111/j.1399-0012.2004.00201.x","title":"Can the outcome of older donor kidneys in transplantation be predicted? An analysis of existing scoring systems","year":2004,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Kidney transplantation; Renal function; Transplantation; Kidney; Machine perfusion; Creatinine; Receiver operating characteristic; Urology; Surgery; Intensive care medicine; Internal medicine; Liver transplantation","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":[0.007719524,0.0005082476,0.0005920556,0.001869464,0.0001922634,0.0009246336,0.000778215,0.0006197376,0.0005823047],"category_scores_gemma":[0.03527137,0.0001662439,0.0004507451,0.001875679,0.0007714277,0.001108625,0.0005011506,0.0006007075,0.0002834131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302569,"about_ca_system_score_gemma":0.0004639045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516934,"about_ca_topic_score_gemma":0.001558487,"domain_scores_codex":[0.9979331,0.001219424,0.0002179644,0.0001310158,0.0003947673,0.0001037979],"domain_scores_gemma":[0.9758708,0.01567376,0.005173289,0.0008291745,0.0018197,0.0006331997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001692428,0.00001801849,0.9859633,0.00003160124,0.00006507061,0.00004658048,0.0000308371,0.0002984042,0.00004875972,0.00005527725,0.0001445403,0.01312848],"study_design_scores_gemma":[0.00004411791,0.0006799271,0.9861003,0.0001097036,0.0002579592,0.0007134401,0.0002673826,0.009919721,0.0004225701,0.0006778992,0.0007845065,0.00002251569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895083,0.006754111,0.002280366,0.0004098914,0.00004298693,0.000022048,0.0002982638,0.00002059917,0.0006635028],"genre_scores_gemma":[0.9978023,0.0009243024,0.0008885654,0.00003493361,0.00005684264,0.00001169815,0.0002366389,0.000003586086,0.00004107809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007719524,"threshold_uncertainty_score":0.04082519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417112409979656,"score_gpt":0.4242064304464662,"score_spread":0.2824951894485006,"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."}}