{"id":"W4403240342","doi":"10.1007/s00345-024-05244-2","title":"Challenges in diagnosis and treatment of cystinuria patients with Urolithiasis: multicenter patient centered study","year":2024,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Cystinuria; Medicine; Nephrology; Cystine; Internal medicine; Perspective (graphical); Intensive care medicine; Pediatrics; Urology; Cysteine","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":[0.009853717,0.0002522533,0.00119956,0.0005612931,0.001521565,0.002410895,0.0008113953,0.001139422,0.001342177],"category_scores_gemma":[0.02491827,0.0003603601,0.0008632175,0.001618579,0.0006392463,0.001522058,0.001953752,0.0009199887,0.0001922689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572829,"about_ca_system_score_gemma":0.005073394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004812814,"about_ca_topic_score_gemma":0.008788728,"domain_scores_codex":[0.9864362,0.008178466,0.001711906,0.001262778,0.001371074,0.001039528],"domain_scores_gemma":[0.9846407,0.004046784,0.006610136,0.0005493033,0.002250066,0.001903091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009193249,0.001011417,0.9821646,0.0001719605,0.0003778413,0.0001456606,0.001396737,0.0001328083,0.0001887012,0.0002221187,0.001323952,0.01194484],"study_design_scores_gemma":[0.0004485873,0.002697128,0.9816293,0.0003388806,0.0005169747,0.0007604219,0.008162012,0.001093755,0.0002299857,0.0003923422,0.003669542,0.00006120446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943263,0.001594321,0.000509733,0.001829234,0.00005492405,0.0001880158,0.0005796311,0.000005726127,0.0009121787],"genre_scores_gemma":[0.9967433,0.0004644492,0.0008276177,0.001106535,0.00008737851,0.0001891338,0.0004985631,0.000005134761,0.00007809087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009853717,"threshold_uncertainty_score":0.0521121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354434626739861,"score_gpt":0.2888064667617507,"score_spread":0.2552621204943521,"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."}}