{"id":"W4402124489","doi":"10.1172/jci178573","title":"Increased risk of kidney failure in patients with genetic kidney disorders","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; U.S. National Library of Medicine; Nephcure Foundation; National Human Genome Research Institute; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Department of Defense","keywords":"Kidney; Medicine; Bioinformatics; Internal medicine; Biology; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005329687,0.0002283198,0.0003466019,0.0006876414,0.0005280967,0.0005844964,0.0002941517,0.0004001064,0.001849996],"category_scores_gemma":[0.001877907,0.0001556291,0.0004448932,0.0008215671,0.0003248364,0.0003024597,0.0004902554,0.0006118346,0.0001148006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750076,"about_ca_system_score_gemma":0.0003290256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0038269,"about_ca_topic_score_gemma":0.004164502,"domain_scores_codex":[0.9995384,0.00009578405,0.00003557993,0.0001435352,0.00009437958,0.00009225142],"domain_scores_gemma":[0.9984294,0.0002755963,0.0008188895,0.0001040879,0.0001069102,0.0002651693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005450383,0.000006360562,0.9989985,0.000003900278,0.00002644667,0.000113451,0.00001215984,0.00002714415,0.0001012911,0.00001572247,0.00004191934,0.0005986377],"study_design_scores_gemma":[0.00000415623,0.00002917981,0.9987261,0.000004045302,0.00002115066,0.0008977375,0.00003387649,0.0001037662,0.00004130531,0.00005606107,0.00008038392,0.000002331373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998843,0.000364473,0.00006260949,0.00007418523,0.000005339223,0.000003049191,0.0002583389,0.000005233741,0.0003837221],"genre_scores_gemma":[0.9995255,0.0000963309,0.00006623834,0.00003377572,0.00001361106,0.000002030542,0.0002006424,0.000001347469,0.00006055216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0038269,"threshold_uncertainty_score":0.007609248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514512735824957,"score_gpt":0.3038090759539852,"score_spread":0.2886639485957356,"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."}}