{"id":"W4200462765","doi":"10.1053/j.ajkd.2021.11.002","title":"Understanding How Genetic Background Affects Kidney Function at the Single-Cell Level","year":2021,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Chinook Therapeutics","keywords":"Medicine; Renal function; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003712806,0.000493142,0.00121995,0.0004303372,0.001964225,0.001957598,0.001020269,0.0275595,0.004486323],"category_scores_gemma":[0.01387018,0.0003162026,0.0008202083,0.0002844206,0.002310612,0.002445981,0.00106982,0.02489121,0.002959122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002332962,"about_ca_system_score_gemma":0.002460774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003892197,"about_ca_topic_score_gemma":0.006331252,"domain_scores_codex":[0.998234,0.0005801011,0.0002380571,0.0002287906,0.0004574135,0.0002614785],"domain_scores_gemma":[0.9906031,0.006746753,0.0004153835,0.0002812722,0.0009852557,0.0009682127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002169292,0.0001372318,0.003498887,0.00009117129,0.00004081518,0.004141501,0.0002242635,0.0001723325,0.001580416,0.01253385,0.9315962,0.04576646],"study_design_scores_gemma":[0.0002694659,0.0003029652,0.005765446,0.0003637877,0.0001014703,0.004619604,0.0007619127,0.001169438,0.001570578,0.06328769,0.9216765,0.0001110894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007919597,0.001684584,0.0002299507,0.9864954,0.00851923,0.000005900817,0.00004869897,0.00002557689,0.002198837],"genre_scores_gemma":[0.009337719,0.00336844,0.0005329552,0.9333919,0.04667377,0.00002715423,0.00004444229,0.00001946631,0.00660407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0275595,"threshold_uncertainty_score":0.01963544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09748336799982146,"score_gpt":0.276490461512837,"score_spread":0.1790070935130156,"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."}}