{"id":"W3033242623","doi":"10.1111/ctr.14007","title":"Early and recurrent hospitalization after kidney transplantation: Analysis of a contemporary canadian cohort of kidney transplant recipients","year":2020,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Heart failure; Proportional hazards model; Kidney disease; Cohort; Transplantation; Internal medicine; Kidney transplantation; Heart transplantation; Cohort study; Liver transplantation; Surgery","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":[0.0008141727,0.0005486236,0.0006765827,0.001613034,0.002379242,0.001422851,0.001387,0.0007921514,0.001200207],"category_scores_gemma":[0.001970022,0.0005568471,0.001053734,0.003651845,0.0006831451,0.0004868469,0.001204769,0.0009739599,0.0001938901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125933,"about_ca_system_score_gemma":0.01243463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9441424,"about_ca_topic_score_gemma":0.9456764,"domain_scores_codex":[0.9991633,0.00004450416,0.00006297359,0.0001683323,0.0002860689,0.0002748295],"domain_scores_gemma":[0.9978518,0.0001250548,0.0006288755,0.0001309957,0.0006351802,0.0006280511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008148193,0.00002785151,0.9982139,0.00001492618,0.00005422067,0.00008528287,0.0002394912,0.00005056704,0.0001174543,0.00002136973,0.000187002,0.0009065302],"study_design_scores_gemma":[0.000006764003,0.00003048291,0.9990476,0.00001039933,0.00002677474,0.0001048411,0.0003233788,0.000233489,0.00001582125,0.000008838142,0.0001835634,0.000008131261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984732,0.0001947008,0.0000392425,0.00006885362,0.000003894534,0.00001771347,0.0009367325,0.000003279188,0.0002622655],"genre_scores_gemma":[0.9978872,0.0003047242,0.0001249594,0.00008107118,0.00001105097,0.00001411666,0.001408866,0.00000327787,0.0001647795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0558576,"threshold_uncertainty_score":0.1123731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246777060200112,"score_gpt":0.3282950051975922,"score_spread":0.2858272345955911,"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."}}