{"id":"W3196957352","doi":"10.1097/tp.0000000000003943","title":"Global Estimates of Capacity for Kidney Transplantation in World Countries and Regions","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Regina General Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Population; Transplantation; Nephrology; Kidney transplantation; Dialysis; Incidence (geometry); Health care; Demography; Environmental health; Economic growth; 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":[0.002200639,0.0004082028,0.0002744589,0.00369059,0.0001851839,0.0007740628,0.0004280154,0.0002074576,0.003837965],"category_scores_gemma":[0.005199949,0.0001271316,0.0006521626,0.005509109,0.0003809507,0.0008715371,0.001295937,0.0003879266,0.0006609398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615617,"about_ca_system_score_gemma":0.0007242492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654498,"about_ca_topic_score_gemma":0.004480881,"domain_scores_codex":[0.9988672,0.0004033969,0.0001701737,0.0001531395,0.0002796008,0.0001266406],"domain_scores_gemma":[0.9954591,0.0008624075,0.002263178,0.0002658065,0.0008537957,0.000295666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003320863,0.00001681701,0.946719,0.0007498439,0.0004196681,0.00008362177,0.0009454742,0.00206742,0.0002488595,0.003015162,0.01450737,0.03119346],"study_design_scores_gemma":[0.00001105282,0.00004032295,0.9572177,0.000477349,0.0001353457,0.0005239992,0.001545671,0.000828599,0.0002512845,0.001607436,0.03733384,0.00002742403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7939848,0.01815645,0.008655598,0.003968839,0.0002979945,0.0001497374,0.1131979,0.0004996415,0.061089],"genre_scores_gemma":[0.968787,0.004294745,0.004416414,0.0002949777,0.000110636,0.000164355,0.02116378,0.00002986552,0.0007382135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00654498,"threshold_uncertainty_score":0.01301378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169474122954983,"score_gpt":0.2865696859359718,"score_spread":0.264874944706422,"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."}}