{"id":"W4403287054","doi":"10.1016/j.ekir.2024.10.004","title":"Study Design and Baseline Characteristics of ALIGN, a Randomized Controlled Study of Atrasentan in Patients With IgA Nephropathy","year":2024,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Novartis","keywords":"Medicine; Proteinuria; Placebo; Renal function; Urology; Internal medicine; Randomized controlled trial; Population; Kidney disease; Nephropathy; Creatinine; Adverse effect; Gastroenterology; Kidney; Endocrinology; Pathology; Diabetes mellitus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170271,0.0001525008,0.00102221,0.0002859615,0.00001221683,0.00002337102,0.00003838961,0.00002601576,0.00004982279],"category_scores_gemma":[0.002277374,0.00009536672,0.0001118267,0.0001457396,0.00006705542,0.0000724386,0.00003220731,0.00008182139,4.65585e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003175063,"about_ca_system_score_gemma":0.0001790839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009351706,"about_ca_topic_score_gemma":0.000003148737,"domain_scores_codex":[0.9976402,0.0002094975,0.001112073,0.0002690853,0.0006782006,0.00009097951],"domain_scores_gemma":[0.9985728,0.0003405469,0.0003885679,0.0001730091,0.00038879,0.0001363324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1720045,0.004824902,0.8160127,0.0001530491,0.001619303,0.002831136,0.00128992,0.00001058089,0.0001274285,0.00002565093,0.0002761998,0.0008246246],"study_design_scores_gemma":[0.3186329,0.002597426,0.6731631,0.001006096,0.001435189,0.00007657302,0.0008767077,0.00185534,0.00006954771,0.00006857418,0.00006300657,0.0001555795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955486,0.000136229,0.0002831618,0.0001463615,0.0002201281,0.003479781,0.00003537689,0.00001978443,0.0001305604],"genre_scores_gemma":[0.9993713,0.00003558235,0.0001387699,0.0000680618,0.00005415735,0.0001492324,0.00007608871,0.00001593226,0.00009079567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1466284,"threshold_uncertainty_score":0.3888942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007611411470886118,"score_gpt":0.2645753752520416,"score_spread":0.2569639637811555,"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."}}