{"id":"W4246470265","doi":"10.29309/tpmj/2017.24.04.1456","title":"DIABETIC NEPHROPATHY;","year":2017,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Creatinine; Diabetic nephropathy; Uric acid; Renal function; Internal medicine; Urine; Endocrinology; Excretion; Diabetes mellitus; Albumin; Urinary system","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002043252,0.0001752129,0.0003299313,0.00005421076,0.001692789,0.00008294084,0.0009715842,0.0002187981,0.003587362],"category_scores_gemma":[0.003973457,0.00008373031,0.0001671508,0.00005583478,0.0006208743,0.0001498347,0.0004103793,0.002264179,0.0004459167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007728857,"about_ca_system_score_gemma":0.0009683856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000908845,"about_ca_topic_score_gemma":0.000001222507,"domain_scores_codex":[0.9966241,0.0002016593,0.000419998,0.0001853708,0.002092307,0.0004766067],"domain_scores_gemma":[0.9976593,0.0002778593,0.0003310424,0.0007274247,0.0001467119,0.0008576944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001702195,0.002277786,0.2095887,0.0002683782,0.001197613,0.009822075,0.00350868,0.000003201733,0.009868502,0.003163798,0.2891996,0.4693995],"study_design_scores_gemma":[0.007645772,0.0005689125,0.8578859,0.003042081,0.000664578,0.02440297,0.0009930581,0.001499937,0.0009888451,0.01172646,0.09010518,0.0004762882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8223438,0.0006905273,0.0002866328,0.1647736,0.00344995,0.0002425813,0.000002119519,0.00003945624,0.008171288],"genre_scores_gemma":[0.9831156,0.0001784773,0.0004396613,0.006977958,0.003571248,0.00001368534,0.000002296419,0.00002831819,0.005672733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6482973,"threshold_uncertainty_score":0.9996068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263688248651136,"score_gpt":0.3468082580022352,"score_spread":0.3241713755157239,"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."}}