{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005443873,0.0003304273,0.0003753625,0.000806756,0.000419348,0.0008527157,0.0004475622,0.000455824,0.000623331],"category_scores_gemma":[0.01585717,0.0001210599,0.0008033713,0.0005865875,0.0003059451,0.0004056109,0.0005691187,0.0003381809,0.0001210029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701347,"about_ca_system_score_gemma":0.0007751512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003225296,"about_ca_topic_score_gemma":0.003948181,"domain_scores_codex":[0.9961944,0.002031369,0.0004501795,0.0005165755,0.0005610862,0.0002464123],"domain_scores_gemma":[0.9912655,0.00385855,0.003072039,0.0004176642,0.0008398943,0.0005463853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006155676,0.0000615889,0.992332,0.00001705737,0.0001477052,0.00005138619,0.0003030651,0.0002464228,0.000205219,0.00004455042,0.00009097511,0.005884476],"study_design_scores_gemma":[0.0000497118,0.000548541,0.9958785,0.00002967004,0.0001467914,0.0002134204,0.0006730043,0.001841572,0.0002970924,0.0001010048,0.0002061959,0.00001448861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991896,0.0001800982,0.0002979156,0.0000426239,0.00000494858,0.00002256535,0.00006676468,0.000002745778,0.0001926996],"genre_scores_gemma":[0.9994882,0.00004865196,0.0003131246,0.00001664603,0.000003347423,0.00001506646,0.00008329067,0.000001438386,0.00003012609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005443873,"threshold_uncertainty_score":0.0287903,"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."}}