{"id":"W4367665621","doi":"10.53350/pjmhs2023173404","title":"Comparison of Antibiotics and Symptomatic Treatment for Uncomplicated Urinary Tract Infections","year":2021,"lang":"en","type":"article","venue":"","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Antibiotics; Urinary system; Urinalysis; Abdominal pain; Internal medicine; Urine; Urination; Group B; Surgery","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":[0.001046502,0.0001304705,0.0006729127,0.0004139295,0.0001551342,0.0002985735,0.0002269912,0.0003185542,0.001193089],"category_scores_gemma":[0.005141854,0.00007254977,0.0006017433,0.0005896307,0.0002006419,0.0003734329,0.0002134276,0.0003858082,0.00007939353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757327,"about_ca_system_score_gemma":0.0005787842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504136,"about_ca_topic_score_gemma":0.001336526,"domain_scores_codex":[0.9987475,0.0005769214,0.0002087572,0.00008174752,0.0003044583,0.00008071126],"domain_scores_gemma":[0.995878,0.002120211,0.001225001,0.00005444256,0.000248063,0.0004741494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1055239,0.01044687,0.6169609,0.008118433,0.002980287,0.0007987238,0.001329558,0.0007445401,0.001966802,0.0006860896,0.00144565,0.2489983],"study_design_scores_gemma":[0.002391514,0.09141739,0.8964555,0.0009161527,0.001334872,0.0008524479,0.001139069,0.0004514615,0.0005376904,0.0002409058,0.004232246,0.00003087378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710056,0.02660198,0.00008763975,0.000245238,0.00008556141,0.00009525941,0.0001577979,0.000004395888,0.001716522],"genre_scores_gemma":[0.9952129,0.004110773,0.0001730291,0.00006427475,0.00009293749,0.00005352084,0.0001208303,0.000001190638,0.0001706092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193089,"threshold_uncertainty_score":0.00553453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06447122727750776,"score_gpt":0.3808972793314412,"score_spread":0.3164260520539335,"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."}}