{"id":"W2062278230","doi":"10.1590/s1677-55382011000300016","title":"A comparison of treatment modalities for renal calculi between 100 and 300 mm2: are shockwave lithotripsy, ureteroscopy, and percutaneous nephrolithotomy equivalent?","year":2011,"lang":"en","type":"article","venue":"International braz j urol","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Percutaneous nephrolithotomy; Ureteroscopy; Lithotripsy; Treatment modality; Percutaneous; Urology; Modalities; Surgery; Ureter","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":[0.002934962,0.0002166996,0.0009203654,0.001039539,0.000237274,0.0008550133,0.000595558,0.0007467954,0.00149263],"category_scores_gemma":[0.01478101,0.000215079,0.001219521,0.001089774,0.0004667113,0.001227845,0.0005135537,0.0004782487,0.0002023159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005385677,"about_ca_system_score_gemma":0.0003978812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003502375,"about_ca_topic_score_gemma":0.0008419324,"domain_scores_codex":[0.9983102,0.0005945781,0.0002984174,0.0002707988,0.0003932877,0.0001325872],"domain_scores_gemma":[0.9875688,0.00775556,0.003430116,0.000289172,0.0004114037,0.0005449216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007077544,0.0001991618,0.9083628,0.0006479816,0.00124794,0.0002639575,0.0001806932,0.0003280962,0.0008119313,0.0001582769,0.0003640526,0.08035753],"study_design_scores_gemma":[0.0006865716,0.005477576,0.9839925,0.0003454215,0.001986397,0.00295427,0.0008057932,0.001522028,0.000568423,0.0003136598,0.001321769,0.00002562944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794105,0.0187823,0.0004415911,0.0003061351,0.00004491197,0.00003601613,0.0001146684,0.000008056175,0.0008558098],"genre_scores_gemma":[0.9955817,0.003510866,0.0003286915,0.0001486988,0.0001731209,0.00002164481,0.0001894836,0.000006044831,0.00003970927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002934962,"threshold_uncertainty_score":0.01552176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113343029564325,"score_gpt":0.3770560062413772,"score_spread":0.2657217032849447,"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."}}