{"id":"W3025508796","doi":"10.22374/jeleu.v3i1.79","title":"The Importance of Stone Retrieval in the Modern Management of Urolithiasis","year":2020,"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; Surgery; General surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009850095,0.0001416056,0.0005484516,0.00008237619,0.00004321045,0.00000548718,0.000353457,0.00007066482,0.00002330597],"category_scores_gemma":[0.0002844105,0.00007696708,0.0002560077,0.0002910385,0.0002122132,0.00005197222,0.00005949206,0.0004210781,0.000001698957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002909602,"about_ca_system_score_gemma":0.00009996541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001089888,"about_ca_topic_score_gemma":0.000002170804,"domain_scores_codex":[0.9979137,0.0002216019,0.0009313449,0.0001420489,0.0005310632,0.0002602728],"domain_scores_gemma":[0.9982905,0.0003251838,0.0008241102,0.0002715635,0.0001639006,0.0001247499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04416831,0.002740678,0.8854848,0.0008576185,0.003444092,0.007317744,0.009496378,0.0003411274,0.0111268,0.00860988,0.003244573,0.02316798],"study_design_scores_gemma":[0.01635413,0.01054566,0.9418901,0.0001788342,0.001984142,0.0053556,0.00350921,0.001151594,0.004100854,0.00297956,0.01173319,0.0002171006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742458,0.002862744,0.0001231456,0.0207638,0.0001290834,0.0002616103,0.000007530459,0.000003329901,0.001602914],"genre_scores_gemma":[0.9969041,0.0008080063,0.0005708289,0.001501853,0.0001284749,0.00000285596,0.000001362257,0.00001330538,0.00006915352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05640531,"threshold_uncertainty_score":0.3138627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007691036216728,"score_gpt":0.2975058848593943,"score_spread":0.267428974497227,"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."}}