{"id":"W4416868956","doi":"10.1681/asn.2025fcqchx75","title":"Incidence of CKD in Australian Primary Care: Analysis of a National Primary Care Dataset","year":2025,"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":"Alberta Kidney Disease Network; University of Calgary","funders":"","keywords":"Primary care; Incidence (geometry); Primary health care; Kidney disease; Epidemiology","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":[0.004926242,0.0003723603,0.001213936,0.002545356,0.0006843578,0.0010706,0.00117434,0.0007057508,0.0009300617],"category_scores_gemma":[0.01717072,0.0006564395,0.00116017,0.006558372,0.0003650862,0.0006801332,0.002704051,0.001163515,0.0003618937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003190291,"about_ca_system_score_gemma":0.003185526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2543581,"about_ca_topic_score_gemma":0.2110814,"domain_scores_codex":[0.9950677,0.001975504,0.0008131203,0.0007555574,0.001016543,0.0003715109],"domain_scores_gemma":[0.9889399,0.001909236,0.00369002,0.001239312,0.003370003,0.0008514553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001943826,0.00009009945,0.984346,0.0004225626,0.0005595787,0.0001102572,0.0004407162,0.0008452573,0.00008614133,0.0001156559,0.008142788,0.004646617],"study_design_scores_gemma":[0.00002758655,0.00003021949,0.9970272,0.00004391299,0.00005565546,0.00007893965,0.0001043242,0.001310467,0.00001685915,0.00003669599,0.001260994,0.000007072458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935506,0.001450696,0.0009459811,0.0009993071,0.00003354344,0.0005038625,0.1003241,0.00009618155,0.002095551],"genre_scores_gemma":[0.8999376,0.0008538738,0.003158168,0.0006109492,0.00004750086,0.0009654059,0.0937912,0.00002206115,0.0006132313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543581,"threshold_uncertainty_score":0.5057552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119317750868721,"score_gpt":0.3071404375483273,"score_spread":0.2952086624614552,"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."}}