{"id":"W2594539970","doi":"","title":"Recurrent nephrolithiasis associated with keratinizing desquamative squamous metaplasia.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Squamous metaplasia; Urothelium; Metaplasia; Renal pelvis; Percutaneous; Physical examination; General surgery; Radiology; Dermatology; Surgery; Pathology; Ureter; Urinary bladder; Epithelium","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":[0.0003231317,0.0003108747,0.0004448316,0.002063813,0.0007986272,0.0007746709,0.0005108505,0.0008782826,0.002170378],"category_scores_gemma":[0.002499596,0.000310569,0.0004387631,0.001242558,0.0004966602,0.0007693278,0.0005208743,0.0005202355,0.0005015007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003497817,"about_ca_system_score_gemma":0.0005335207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029507,"about_ca_topic_score_gemma":0.002157923,"domain_scores_codex":[0.999453,0.00005869997,0.0001566072,0.00009580492,0.000133192,0.0001026944],"domain_scores_gemma":[0.9982808,0.0003664924,0.0009092131,0.0001385729,0.0001424306,0.0001625771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009411236,0.00006035778,0.1521732,0.0004812603,0.0000740517,0.8230224,0.0004929965,0.00006396574,0.006373706,0.0002891902,0.0004815178,0.01639318],"study_design_scores_gemma":[0.000005387747,0.00007056639,0.04149728,0.00006631242,0.00006522634,0.9526433,0.0002739778,0.0001122062,0.002422866,0.0001354759,0.002694152,0.00001325421],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574724,0.0295529,0.002064619,0.000676304,0.0001379252,0.0001498416,0.0004402644,0.0001363001,0.00936944],"genre_scores_gemma":[0.9947267,0.003271289,0.000742972,0.0001796241,0.0001081654,0.000009539312,0.000140227,0.00001088962,0.0008105991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002170378,"threshold_uncertainty_score":0.00726068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080434307228768,"score_gpt":0.2379898676954632,"score_spread":0.2071855246231755,"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."}}