{"id":"W3135503392","doi":"10.2215/cjn.20211220","title":"Slowing Progression in CKD","year":2021,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; MEDLINE; Comorbidity; Internal medicine; Endocrinology","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":[0.002610833,0.0006330567,0.0007747089,0.0006704087,0.0007146247,0.001848895,0.0007209558,0.001393827,0.008759097],"category_scores_gemma":[0.008408993,0.000135418,0.0004985527,0.0004029186,0.0006700966,0.001844995,0.001766947,0.004076417,0.002182146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009729457,"about_ca_system_score_gemma":0.00270065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003559949,"about_ca_topic_score_gemma":0.005909257,"domain_scores_codex":[0.9988539,0.0003781715,0.00008390569,0.0001273598,0.0004354616,0.0001211869],"domain_scores_gemma":[0.9982754,0.0004910135,0.0002369417,0.00009679658,0.0004390242,0.0004609089],"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":[0.0007353097,0.0007658267,0.0111499,0.002931997,0.0002477973,0.0002012962,0.0005199314,0.0009000036,0.002699837,0.0260601,0.1352796,0.8185083],"study_design_scores_gemma":[0.000511915,0.002935718,0.0416537,0.007682556,0.0006782396,0.001810219,0.0005976722,0.00185898,0.003818591,0.05641948,0.8819351,0.00009793536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05760986,0.6623074,0.02325154,0.1484631,0.01060695,0.0004052354,0.001441397,0.001516693,0.09439787],"genre_scores_gemma":[0.4123805,0.4596518,0.03837243,0.04767903,0.01477173,0.0005054841,0.001214727,0.0003785797,0.02504571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008759097,"threshold_uncertainty_score":0.02930212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264825568297314,"score_gpt":0.3960321557820942,"score_spread":0.353383900099121,"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."}}