{"id":"W2809076088","doi":"10.2337/db18-25-lb","title":"Risk Factors for Adverse Kidney Disease Outcomes in Type 1 Diabetes (T1D)","year":2018,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Albuminuria; Adverse effect; Kidney disease; Renal function; Internal medicine; Glycemic; Diabetes mellitus; Logistic regression; Endocrinology","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":[0.0008830114,0.0003107162,0.0003798662,0.0007532398,0.0005080081,0.0006446879,0.0003430337,0.0004802785,0.002126087],"category_scores_gemma":[0.001848366,0.0002093147,0.0006249523,0.00150983,0.0001667297,0.0003671539,0.000588569,0.001062973,0.0002588814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423641,"about_ca_system_score_gemma":0.0003413095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005138256,"about_ca_topic_score_gemma":0.006200399,"domain_scores_codex":[0.9994465,0.0001084134,0.00009404808,0.0001115137,0.0001416703,0.00009799078],"domain_scores_gemma":[0.998251,0.0001937156,0.001021952,0.0000711879,0.0001248062,0.0003372311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101145,0.00005928486,0.9981456,0.00002269326,0.00003602104,0.00004859467,0.00002469655,0.00002709983,0.00006639215,0.00001501075,0.0001681126,0.001285235],"study_design_scores_gemma":[0.000007936326,0.0001027378,0.9993122,0.00001135911,0.000030178,0.0001660002,0.00003360143,0.0001064453,0.00002770946,0.00002990004,0.0001684536,0.000003512928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925644,0.001619763,0.0003071601,0.0001716663,0.00004484183,0.00005589716,0.003376693,0.00001828399,0.001841323],"genre_scores_gemma":[0.9969308,0.0004478169,0.000396359,0.00009322764,0.00004762796,0.00004880544,0.001572095,0.000003963813,0.0004592999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005138256,"threshold_uncertainty_score":0.01021665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144038277509038,"score_gpt":0.2645371297882931,"score_spread":0.2501333020373893,"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."}}