{"id":"W4397289741","doi":"10.1681/asn.20233411s1666d","title":"Modest Reductions in Kidney Function and Adverse Outcomes in Young Adults","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; Institute for Clinical Evaluative Sciences; University of Ottawa","funders":"","keywords":"Renal function; Medicine; Adverse effect; Function (biology); Internal medicine; Gerontology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008386009,0.0001582321,0.0003324534,0.0005336934,0.0002639105,0.0004933592,0.0002455022,0.0002500444,0.001347692],"category_scores_gemma":[0.002544649,0.0001189799,0.0004617863,0.000889865,0.000241758,0.0003324413,0.0004180631,0.0003633567,0.0001877314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169337,"about_ca_system_score_gemma":0.0008590709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04534654,"about_ca_topic_score_gemma":0.05336876,"domain_scores_codex":[0.9996324,0.00006512502,0.00004539856,0.00008062462,0.00009235877,0.00008406267],"domain_scores_gemma":[0.9982225,0.0002121419,0.001078667,0.00007212616,0.0001641887,0.0002502101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003597802,0.00000531056,0.9987036,0.00001772077,0.00003314358,0.00003318008,0.00002830275,0.00003983167,0.00004700054,0.00002093907,0.0001061788,0.0009287794],"study_design_scores_gemma":[0.000002207053,0.0000253718,0.999446,0.00001202319,0.00002375581,0.00006815134,0.00003300817,0.00004820308,0.0000159581,0.00003279634,0.0002915283,0.000001039686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921061,0.002022097,0.0002311988,0.0004050875,0.00001995849,0.00001808914,0.003808935,0.000009953958,0.001378581],"genre_scores_gemma":[0.9980586,0.0006155985,0.00008384304,0.00007162242,0.00002687417,0.000008744464,0.0009657093,0.00000126451,0.0001677679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04534654,"threshold_uncertainty_score":0.0901652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145494793088378,"score_gpt":0.2725887547680861,"score_spread":0.2611338068372023,"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."}}