{"id":"W2998197721","doi":"10.22374/jeleu.v2i4.70","title":"Sugar and Stones","year":2019,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Urinary system; Internal medicine; Obesity; Metabolic syndrome; Population; Surgery; Gastroenterology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004422355,0.0003711283,0.0005814917,0.0009174284,0.0005316781,0.002253927,0.0003368837,0.001063971,0.02750726],"category_scores_gemma":[0.001672234,0.0001374289,0.0004682354,0.001566792,0.0006392539,0.0007893607,0.001044755,0.001136131,0.003570984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007160096,"about_ca_system_score_gemma":0.0008631796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005514204,"about_ca_topic_score_gemma":0.003025569,"domain_scores_codex":[0.9994944,0.0001256584,0.00004342034,0.00007480905,0.0001647386,0.00009692587],"domain_scores_gemma":[0.9993731,0.0001633062,0.0001906219,0.00003720052,0.0001243906,0.0001113985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005577483,0.0003613184,0.1214212,0.002969594,0.0003194644,0.003143877,0.0007807598,0.000217204,0.00074227,0.04553275,0.1254485,0.6985052],"study_design_scores_gemma":[0.00006654287,0.0003332511,0.128858,0.004270799,0.0003254115,0.01137337,0.001363547,0.000176138,0.0005840929,0.03336897,0.8192256,0.00005433512],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08664642,0.5863281,0.001130933,0.06467637,0.006134608,0.00008934757,0.003300409,0.0001797829,0.251514],"genre_scores_gemma":[0.4636401,0.4343742,0.001966183,0.01637428,0.006020261,0.00007899533,0.002647613,0.00005429938,0.07484407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02750726,"threshold_uncertainty_score":0.09202099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007318510462766636,"score_gpt":0.2579361940474103,"score_spread":0.2506176835846436,"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."}}