{"id":"W2976877180","doi":"10.1159/000502634","title":"Comparison of Different Selection Strategies for Tolvaptan Eligibility among Autosomal Dominant Polycystic Kidney Disease Patients","year":2019,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Renal Association-European Dialysis and Transplant Association; Mayo Foundation for Medical Education and Research","keywords":"Autosomal dominant polycystic kidney disease; Medicine; Tolvaptan; Renal function; Cohort; Internal medicine; Population; Polycystic kidney disease; Kidney disease; Retrospective cohort study; Disease; Urology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008744726,0.0001641387,0.0004631514,0.0000692907,0.00003787881,0.00001098513,0.0001860561,0.00005953538,0.00002290922],"category_scores_gemma":[0.0001377743,0.0001326592,0.0002172104,0.00006939853,0.0002871879,0.00000812293,0.00004260009,0.0000828868,0.000001071875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002021449,"about_ca_system_score_gemma":0.0003673594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002167763,"about_ca_topic_score_gemma":0.000009528298,"domain_scores_codex":[0.9987498,0.0001248872,0.0005063662,0.0002211667,0.0001504711,0.000247288],"domain_scores_gemma":[0.9985166,0.00003930641,0.0006631939,0.0001921203,0.0002603417,0.0003284317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004333738,0.0005598973,0.7759085,0.00004957084,0.0001579834,7.799202e-7,0.00006958731,0.0001878561,0.2158937,0.00002840929,0.001591108,0.001218857],"study_design_scores_gemma":[0.001884184,0.008290166,0.970654,0.0000252137,0.0001958222,0.000006193066,0.0004114035,0.0004954369,0.01581652,0.0004176113,0.001620148,0.0001833196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957135,0.0001282778,0.003494274,0.0001072664,0.0002164345,0.000257213,0.00005513711,0.000002935921,0.00002495904],"genre_scores_gemma":[0.9989693,0.00001804614,0.0004575794,0.0003395381,0.0001195236,0.000008897293,0.00005103694,0.0000152307,0.0000208873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000772,"threshold_uncertainty_score":0.5409686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006480278586363058,"score_gpt":0.2810772190367902,"score_spread":0.2745969404504271,"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."}}