{"id":"W2279530649","doi":"10.2215/cjn.10321014","title":"Risk Prediction for Early CKD in Type 2 Diabetes","year":2015,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Internal medicine; Intensive care 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":[0.004377072,0.0009364777,0.0005327277,0.001305158,0.0002271839,0.001073481,0.0006819265,0.0005741729,0.001036684],"category_scores_gemma":[0.008529034,0.000223988,0.0008314205,0.0007281233,0.0001906468,0.0003308406,0.0007043811,0.001181095,0.0002489672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809724,"about_ca_system_score_gemma":0.0006691036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143768,"about_ca_topic_score_gemma":0.002878793,"domain_scores_codex":[0.9988176,0.0006359665,0.00008524912,0.0001739359,0.0002128197,0.00007440682],"domain_scores_gemma":[0.9945932,0.00314294,0.00121403,0.0002576616,0.0004811249,0.0003111198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001183369,0.0001643521,0.9670871,0.00008093077,0.0003237777,0.0000782243,0.00003990101,0.008848047,0.0001582144,0.0001511733,0.0007623195,0.0211226],"study_design_scores_gemma":[0.0002971353,0.001116632,0.78705,0.0002022035,0.0009504781,0.0007641502,0.0001182227,0.2036636,0.001075125,0.003181405,0.001513442,0.00006759857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803892,0.003738271,0.01146684,0.0006782523,0.00009737452,0.00009425684,0.001889861,0.000130499,0.001515419],"genre_scores_gemma":[0.9937987,0.0005294855,0.004427843,0.00006095163,0.00005740868,0.00003570731,0.0008179509,0.000007372851,0.0002646891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004377072,"threshold_uncertainty_score":0.02314842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892722400283967,"score_gpt":0.3619106929855356,"score_spread":0.3129834689826959,"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."}}