{"id":"W4391037579","doi":"10.1097/ju9.0000000000000107","title":"Prevalence, Incidence, and Determinants of Kidney Stones in a Nationally Representative Sample of US Adults","year":2024,"lang":"en","type":"article","venue":"JU Open Plus","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Medicine; Kidney stones; Incidence (geometry); Kidney disease; Gallstones; Confidence interval; Body mass index; Internal medicine; National Health and Nutrition Examination Survey; Logistic regression; Kidney stone disease; Demography; Environmental health; Population","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":[0.0009200172,0.0002064656,0.0003712688,0.0006298928,0.0002384571,0.0004093797,0.0002829981,0.0004663048,0.0008805941],"category_scores_gemma":[0.002974532,0.0003608881,0.0003395291,0.0008185916,0.0001979761,0.0005324292,0.0003962863,0.0005311233,0.0001975307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192308,"about_ca_system_score_gemma":0.0003445385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008161349,"about_ca_topic_score_gemma":0.00856859,"domain_scores_codex":[0.9993762,0.000187238,0.0001059545,0.0001204673,0.0001447344,0.0000654832],"domain_scores_gemma":[0.9987061,0.0001776593,0.0006421795,0.00009558563,0.0002222526,0.0001561693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001211484,0.00002207952,0.99942,0.000005240472,0.00002958421,0.000008519269,0.00002188375,0.000008578402,0.00004328241,0.000003616058,0.00006869888,0.0003563866],"study_design_scores_gemma":[0.000002862481,0.00003308391,0.9996157,0.000004879201,0.00001527865,0.00007340356,0.00007688175,0.0000651125,0.00001196118,0.000006525489,0.00009306659,0.000001241861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980204,0.0002561641,0.0001568304,0.00009802936,0.000007439562,0.00001666776,0.001196203,0.000004571591,0.0002435288],"genre_scores_gemma":[0.9983708,0.000186475,0.0001898921,0.00009262382,0.00001544393,0.00002963992,0.0009897859,0.000001591236,0.0001238164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008161349,"threshold_uncertainty_score":0.01622766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377944763096632,"score_gpt":0.35528292398005,"score_spread":0.3315034763490837,"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."}}