{"id":"W2734570569","doi":"10.1016/j.jpurol.2017.06.010","title":"Infant nephrolithiasis and nephrocalcinosis: Natural history and predictors of surgical intervention","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Nephrocalcinosis; Pediatrics; Natural history; Surgery; Asymptomatic; Internal medicine; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003290711,0.0001294997,0.0004737513,0.0002392967,0.00006509332,0.00000984853,0.0001018065,0.0001455403,0.00003006846],"category_scores_gemma":[0.0002359618,0.00009340163,0.0001647426,0.00003013099,0.0002095034,0.0001655825,0.00008665041,0.0002964915,7.909902e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005834798,"about_ca_system_score_gemma":0.0001053163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000642225,"about_ca_topic_score_gemma":0.000002305738,"domain_scores_codex":[0.9988917,0.00006657581,0.000531135,0.0001423922,0.0002029539,0.000165309],"domain_scores_gemma":[0.9984865,0.00008512205,0.0008692361,0.000189423,0.0001532915,0.0002163875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001156061,0.0003032062,0.9913044,0.00006211002,0.0004441242,0.0002354842,0.0002462303,1.853971e-7,0.00007776709,0.00005290376,0.003600497,0.002517044],"study_design_scores_gemma":[0.006310717,0.001978021,0.9698357,0.000009291713,0.001775071,0.002130487,0.00002969987,0.00004225514,0.00002400853,0.00005012205,0.01774708,0.00006755245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743847,0.02282139,0.000006779651,0.001758822,0.0007833986,0.00008671133,0.000003390322,0.000005246769,0.0001495199],"genre_scores_gemma":[0.99352,0.005149312,0.0001696743,0.0001700253,0.0008734994,0.000001545102,0.000001388078,0.00001017364,0.0001044309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0214687,"threshold_uncertainty_score":0.3808808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324097991145771,"score_gpt":0.2716633432139994,"score_spread":0.2584223633025417,"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."}}