{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852009,0.000219269,0.0002196275,0.00005725366,0.0001650742,0.0001075677,0.00009655092,0.00008984665,0.0002501874],"category_scores_gemma":[0.000003045223,0.0001327718,0.0002067803,0.0002570846,0.00007136275,0.0001719103,0.000002291382,0.0002028304,0.0002829995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004528675,"about_ca_system_score_gemma":0.0000923473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006372319,"about_ca_topic_score_gemma":0.00008870366,"domain_scores_codex":[0.9986244,0.00005232266,0.0003013281,0.0003119833,0.0003966268,0.00031337],"domain_scores_gemma":[0.9994235,0.0001396343,0.00002665912,0.0001966636,0.00003514374,0.000178399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005623249,0.0007125582,0.8490805,0.01698388,0.00307859,0.01430802,0.0325585,0.0001023297,0.02075397,0.01072733,0.0004716101,0.04559945],"study_design_scores_gemma":[0.00432987,0.0002417987,0.97795,0.002512291,0.001470148,0.002243456,0.00008549679,0.0002715565,0.009441841,0.0001105514,0.001042554,0.0003004215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96281,0.001063496,0.02259411,0.004045978,0.001482496,0.0009236085,0.001163217,0.0004715015,0.005445531],"genre_scores_gemma":[0.9933365,0.002899695,0.0001218395,0.0005233339,0.00020046,0.00004163796,0.001475101,0.00003509986,0.001366333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288695,"threshold_uncertainty_score":0.5414276,"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."}}