{"id":"W2073008424","doi":"10.1016/j.urology.2012.04.062","title":"Characterization of Patients With Heterozygous Cystinuria","year":2012,"lang":"en","type":"article","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Fondation de l'Hôpital Général de Montréal","keywords":"Medicine; Cystinuria; Cysteine; Biochemistry","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":[0.0000256601,0.00006761136,0.0001525801,0.00004086509,0.00001432666,8.897434e-7,0.00002057174,0.00005387593,0.0001124555],"category_scores_gemma":[0.00001510252,0.00004623264,0.00002124343,0.00004936361,0.00003286145,0.00004499065,0.00001053044,0.00003921353,0.00002969762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009823044,"about_ca_system_score_gemma":0.00001181953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003989038,"about_ca_topic_score_gemma":1.693111e-7,"domain_scores_codex":[0.9995561,0.00001923742,0.0001077926,0.00007807013,0.00007912456,0.0001596683],"domain_scores_gemma":[0.9996546,0.000009029487,0.00007101428,0.000128278,0.00004909756,0.00008801381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004956212,0.0004801776,0.9938672,0.00001194772,0.000052015,0.000001592589,0.0001530831,1.910056e-7,0.003789794,0.0000483017,0.0000151741,0.001084884],"study_design_scores_gemma":[0.001719098,0.0008558796,0.9902903,0.000003018267,0.0001048799,0.00001666398,0.000001763402,0.000006495939,0.001083242,0.000002670684,0.005878587,0.0000374204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987088,0.00002265166,0.0001244395,0.0001548663,0.0001290801,0.0001700632,0.00001535877,0.00001679536,0.0006579511],"genre_scores_gemma":[0.9989308,0.000002302538,0.00009051149,0.0005543843,0.0000625145,0.000008238544,0.0001770393,0.00001155913,0.0001626835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005863413,"threshold_uncertainty_score":0.1885312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007067552152016741,"score_gpt":0.2242993103875231,"score_spread":0.2172317582355064,"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."}}