{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001744096,0.00009510149,0.000306606,0.0003734338,0.00005275867,0.000001175743,0.00008216182,0.00006606497,0.0001648201],"category_scores_gemma":[0.00004715789,0.00009611842,0.00008265329,0.000374873,0.00003819097,0.00002582198,0.00006764599,0.0001954454,0.000004224654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214708,"about_ca_system_score_gemma":0.0001188931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007575664,"about_ca_topic_score_gemma":0.000001143843,"domain_scores_codex":[0.9990086,0.0001090968,0.0002791233,0.0002132639,0.0001725452,0.0002173455],"domain_scores_gemma":[0.9995549,0.00002089476,0.0001101858,0.0002230186,0.00002339203,0.00006758902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004728155,0.0002898028,0.9888884,0.00001350591,0.00008253402,0.00004001964,0.0003743494,0.000179556,0.00007106861,0.0001743376,0.006714294,0.002699347],"study_design_scores_gemma":[0.004181505,0.001268971,0.9680483,0.00000103855,0.0003467072,0.0001235299,0.0003550874,0.001908857,0.00009884656,0.001172272,0.02236648,0.0001283531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927387,0.003738323,0.0003533304,0.001267936,0.0008378894,0.0002746569,0.00002140666,0.00002179053,0.0007459826],"genre_scores_gemma":[0.9958126,0.0002794625,0.002422471,0.0009820834,0.00008593283,0.00007799163,0.00004133346,0.00001560763,0.0002824965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084002,"threshold_uncertainty_score":0.3919595,"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."}}