{"id":"W2152250806","doi":"10.1093/fampra/cms029","title":"Comparative effectiveness of antibiotics for uncomplicated urinary tract infections: Network meta-analysis of randomized trials","year":2012,"lang":"en","type":"article","venue":"Family Practice","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Universiteit van Amsterdam","keywords":"Medicine; Adverse effect; Meta-analysis; Randomized controlled trial; Internal medicine; Antibiotics; Placebo; Amoxicillin; Intensive care medicine; Ciprofloxacin; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02217504,0.0002958551,0.006486225,0.0006355458,0.0001087779,0.00001516452,0.0001049182,0.0001306103,0.00008715365],"category_scores_gemma":[0.008457544,0.0002235093,0.003317712,0.002004618,0.0001774094,0.0005569442,0.00005553204,0.0002416905,0.0000117505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008884905,"about_ca_system_score_gemma":0.0000784673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152236,"about_ca_topic_score_gemma":0.000001072122,"domain_scores_codex":[0.9918277,0.005559944,0.001602977,0.0002995048,0.0003824299,0.0003274442],"domain_scores_gemma":[0.9451212,0.05120485,0.002049917,0.0006130936,0.0008956323,0.0001153267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1051644,0.04888093,0.003775895,0.0007008574,0.812668,0.000006280168,0.0003285601,0.01718047,0.001947381,0.00833562,0.000957538,0.00005402168],"study_design_scores_gemma":[0.03666519,0.003190567,0.03721381,0.00004285071,0.9106961,0.00004726357,0.0002698449,0.001187552,0.002120924,0.0001067938,0.008234096,0.0002250341],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5739719,0.0298331,0.3130437,0.00125198,0.001850121,0.02833392,0.0004154922,0.0003692628,0.05093058],"genre_scores_gemma":[0.9871172,0.0002584923,0.01189842,0.0001569336,0.0001179647,0.0001517291,0.0001506729,0.00002595262,0.0001226821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4131453,"threshold_uncertainty_score":0.9998946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3171846157315394,"score_gpt":0.4568245888064533,"score_spread":0.1396399730749139,"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."}}