{"id":"W4313260479","doi":"10.3389/fruro.2022.1075711","title":"Monogenic causation of pediatric nephrolithiasis","year":2022,"lang":"en","type":"article","venue":"Frontiers in Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Western University","keywords":"Hypercalciuria; Kidney stones; Kidney stone disease; Medicine; Mendelian inheritance; Population; Nephrocalcinosis; Etiology; Hypophosphatemic Rickets; Disease; Rickets; Internal medicine; Kidney; Genetics; Biology; Urinary system; Vitamin D and neurology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003945784,0.0004205293,0.0006169272,0.001297237,0.0003979683,0.0005572705,0.0003192094,0.0006883437,0.002710629],"category_scores_gemma":[0.0006306217,0.0001318065,0.0004338918,0.0008078549,0.0004315871,0.0005144265,0.0006782518,0.0009790768,0.000415931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494309,"about_ca_system_score_gemma":0.0008291723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589516,"about_ca_topic_score_gemma":0.002068759,"domain_scores_codex":[0.9996518,0.00007340482,0.00005036598,0.00004812839,0.0001214849,0.00005480116],"domain_scores_gemma":[0.999669,0.0001328634,0.00008521719,0.000006271187,0.00005444505,0.00005225418],"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":[0.0002141062,0.000131217,0.07869439,0.006625114,0.0002868401,0.01340112,0.0009253812,0.0004910488,0.004697483,0.0182372,0.04003859,0.8362575],"study_design_scores_gemma":[0.00002681701,0.0002861414,0.1001245,0.005118529,0.0003858951,0.1651789,0.0007363695,0.0003367338,0.002275752,0.008424803,0.717051,0.00005450069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01438444,0.9640439,0.003643623,0.004670642,0.0005076909,0.00002976528,0.0002061121,0.00008130846,0.01243244],"genre_scores_gemma":[0.08480192,0.9045281,0.003981694,0.001741281,0.001824702,0.00003259734,0.0003361479,0.00001875263,0.002734813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002710629,"threshold_uncertainty_score":0.009068012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192226902673015,"score_gpt":0.2471004217979318,"score_spread":0.2351781527712017,"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."}}