{"id":"W4397014320","doi":"10.2196/57290","title":"Prevalence, Mortality, and Access to Care for Chronic Kidney Disease in Medicaid-Enrolled Adults With Sickle Cell Disease in California: Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Kidney disease; Medicaid; Retrospective cohort study; Cohort; Medical record; Pediatrics; Disease; Internal medicine; Cohort study; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001433131,0.0003203667,0.0004095259,0.001338679,0.001005413,0.0009679404,0.0006616517,0.0003719694,0.001122643],"category_scores_gemma":[0.002585522,0.0005050568,0.0005873504,0.001938045,0.000312409,0.0005552489,0.0006593846,0.0006634592,0.0001792261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188776,"about_ca_system_score_gemma":0.001643347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1444232,"about_ca_topic_score_gemma":0.1612749,"domain_scores_codex":[0.9988709,0.0001562804,0.0001573499,0.000384205,0.0002927616,0.0001385296],"domain_scores_gemma":[0.996903,0.0002809399,0.001313963,0.0003084742,0.0007274578,0.0004661354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002313222,0.00001939261,0.9993184,0.000007806301,0.00003696642,0.00001739213,0.00004906469,0.00001335271,0.00002120035,0.000006248479,0.0002456777,0.0002415076],"study_design_scores_gemma":[0.000007429441,0.00002623196,0.9993924,0.00001212129,0.00003027279,0.00006834561,0.000163609,0.00006102483,0.00001091406,0.000004471884,0.0002204211,0.000002834517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929173,0.0003019861,0.00008669269,0.00008069457,0.000008861816,0.00006544743,0.005768257,0.000007664605,0.0007630793],"genre_scores_gemma":[0.9941018,0.0003303906,0.0002159196,0.00008310935,0.00001663971,0.000065623,0.004989498,0.000003892414,0.0001931085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444232,"threshold_uncertainty_score":0.2871651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252080909419091,"score_gpt":0.3128182791874541,"score_spread":0.3002974700932632,"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."}}