{"id":"W2906979279","doi":"10.1007/s00467-018-4179-9","title":"Educational review: role of the pediatric nephrologists in the work-up and management of kidney stones","year":2019,"lang":"en","type":"review","venue":"Pediatric Nephrology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children’s Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Nephrology; Kidney stones; Hypercalciuria; Etiology; Urinary system; Incidence (geometry); Intensive care medicine; Internal medicine; Kidney; Pediatrics","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":[0.001102934,0.0007519467,0.001654975,0.002696794,0.0002951822,0.001221982,0.001038436,0.00149945,0.004505402],"category_scores_gemma":[0.004247413,0.0002628666,0.0009384137,0.002682165,0.0003769806,0.001167745,0.0007816699,0.001687373,0.001086115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808232,"about_ca_system_score_gemma":0.003049942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003450561,"about_ca_topic_score_gemma":0.008568922,"domain_scores_codex":[0.9992889,0.0001831669,0.0001676511,0.00008791385,0.0002207881,0.00005158498],"domain_scores_gemma":[0.9977403,0.001327046,0.0003423972,0.00002308734,0.0004595557,0.0001075744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000818913,0.00006543361,0.0006556113,0.1039346,0.000435971,0.0003307756,0.0001009879,0.0002415667,0.0004145178,0.001142927,0.09117753,0.8014182],"study_design_scores_gemma":[0.0000695493,0.0001041948,0.003537965,0.09185019,0.0013586,0.002192148,0.0001719491,0.00009368517,0.0001455039,0.0009965638,0.8994396,0.00003996982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004475847,0.9987391,0.00003543247,0.0004394491,0.0003575037,0.000005132756,0.00002203994,0.000003148519,0.0003535623],"genre_scores_gemma":[0.0002983802,0.9987578,0.0001170276,0.0004259397,0.0002677342,0.000004392924,0.00001950123,6.718655e-7,0.0001085341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004505402,"threshold_uncertainty_score":0.01507205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079918501102865,"score_gpt":0.3313333369814897,"score_spread":0.3005341519704611,"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."}}