{"id":"W4392968377","doi":"10.1097/tp.0000000000004977","title":"Long-term Kidney Transplant Survival Across the Globe","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information; University Health Network","funders":"","keywords":"Medicine; Demography; Population; Transplantation; Globe; Surgery; Environmental health","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":[0.001460795,0.0002325291,0.0003325669,0.001716231,0.0004717982,0.0009937515,0.0003918929,0.0003049646,0.002305551],"category_scores_gemma":[0.002668907,0.00006075995,0.0004355623,0.004283576,0.0003702478,0.0008672113,0.001199765,0.0005063424,0.0003687721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008993543,"about_ca_system_score_gemma":0.0009304172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208367,"about_ca_topic_score_gemma":0.01426056,"domain_scores_codex":[0.9992079,0.0001548213,0.0001552163,0.0001347261,0.0002338193,0.0001134912],"domain_scores_gemma":[0.9950814,0.0004262335,0.002494416,0.0002456579,0.001216235,0.000536042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004885588,0.00001419883,0.9815975,0.0001279015,0.0001717699,0.0002553036,0.0006253149,0.0001909264,0.0003534689,0.0001979992,0.001621466,0.01479519],"study_design_scores_gemma":[0.000003791439,0.00003144039,0.9947935,0.0001322125,0.00007274531,0.0003747302,0.0008446313,0.00008368184,0.00009807687,0.0001214421,0.003436907,0.000006968484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780623,0.005179754,0.0004949849,0.001639886,0.00007145393,0.00002271006,0.006459589,0.00004422308,0.008024956],"genre_scores_gemma":[0.9928553,0.002120153,0.0004029512,0.0005608115,0.00005571287,0.00002819196,0.00364979,0.00001467951,0.0003123473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208367,"threshold_uncertainty_score":0.02402669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656330828807536,"score_gpt":0.3351610275018221,"score_spread":0.3085977192137467,"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."}}