{"id":"W2889347405","doi":"10.5489/cuaj.5283","title":"Treatment of upper urinary tract stones with flexible ureteroscopy in children","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lithotripsy; Avulsion; Ureteroscopy; Surgery; Perforation; Urinary system; Upper urinary tract; Stent; Ureter; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000539249,0.0002732453,0.0006364456,0.0007125958,0.000466059,0.0004374468,0.0003259674,0.0004488349,0.000966049],"category_scores_gemma":[0.002230613,0.0002414461,0.0009140561,0.0009262268,0.0005039316,0.0004866997,0.0003833358,0.0003661142,0.000138587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995531,"about_ca_system_score_gemma":0.0009744671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114415,"about_ca_topic_score_gemma":0.002032788,"domain_scores_codex":[0.9991801,0.0001678624,0.0001200017,0.0001371975,0.0002401585,0.0001546666],"domain_scores_gemma":[0.9985247,0.0002693053,0.0008862317,0.00005793739,0.00007818122,0.0001836177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355724,0.00004492011,0.9912277,0.0001196061,0.00006602835,0.002560594,0.00009532415,0.00005987758,0.0005868462,0.00001697135,0.00007090296,0.005015528],"study_design_scores_gemma":[0.00003357437,0.001116701,0.9501864,0.00008676067,0.0001155536,0.0461228,0.0004055998,0.00008856541,0.0006590884,0.00001671379,0.0011578,0.00001048205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99677,0.002640132,0.0001479535,0.00002637663,0.000007956766,0.00001351928,0.00008166928,0.000004257188,0.0003081854],"genre_scores_gemma":[0.9983096,0.00116018,0.0002776678,0.00003364419,0.00001914943,0.00001441194,0.0001231623,0.000002471329,0.00005971135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00114415,"threshold_uncertainty_score":0.003624499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208048990720034,"score_gpt":0.2588586269159937,"score_spread":0.2467781370087933,"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."}}