{"id":"W4401354845","doi":"10.1016/j.euf.2024.07.011","title":"Update on APPEAL, an International Randomized Controlled Trial Evaluating Ciprofloxacin Versus Placebo in Patients Undergoing Shockwave Lithotripsy for Urolithiasis","year":2024,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; McMaster University","funders":"","keywords":"Medicine; Appeal; Trustworthiness; Lithotripsy; Placebo; Randomized controlled trial; Surgery; Urology; General surgery; Alternative medicine","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":[0.01119574,0.001582469,0.00542141,0.001641523,0.0007766892,0.004129646,0.002024207,0.004566907,0.01266763],"category_scores_gemma":[0.03407675,0.0007048522,0.004573836,0.001479049,0.0007417992,0.002254169,0.0008802874,0.006098339,0.002623333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426869,"about_ca_system_score_gemma":0.002864438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522128,"about_ca_topic_score_gemma":0.0110599,"domain_scores_codex":[0.9953997,0.00212909,0.0009722534,0.0003114825,0.001005221,0.0001822903],"domain_scores_gemma":[0.9758623,0.01551028,0.003579982,0.0006506461,0.003343197,0.001053642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1114221,0.001059652,0.002251424,0.08931539,0.01989212,0.0004488603,0.0003451305,0.0003561148,0.003220176,0.003910311,0.4475891,0.3201895],"study_design_scores_gemma":[0.3450437,0.01031701,0.01590692,0.03219071,0.05996989,0.0004492328,0.0003135555,0.0006405691,0.001143458,0.00490026,0.5288556,0.0002690605],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02000568,0.6709273,0.00424271,0.1473181,0.07904678,0.009036005,0.02451207,0.00135342,0.04355792],"genre_scores_gemma":[0.1129678,0.4091646,0.01490177,0.3113215,0.09504956,0.009871508,0.01527926,0.0007243843,0.03071964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01266763,"threshold_uncertainty_score":0.05920947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432003951051035,"score_gpt":0.3447612592657118,"score_spread":0.3104412197552014,"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."}}