{"id":"W4296380822","doi":"10.5206/uwomj.v90i1.14005","title":"Alternatives to antibiotic prophylaxis for UTIs","year":2022,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Antibiotic prophylaxis; Medicine; Intensive care medicine; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007382361,0.0003781854,0.0006522717,0.0008247701,0.0005179477,0.001168285,0.0007870739,0.001480488,0.01967973],"category_scores_gemma":[0.002175411,0.0001356017,0.001042559,0.0005481084,0.0005404328,0.0008246475,0.0008609092,0.00305987,0.002411691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725778,"about_ca_system_score_gemma":0.0009114089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009710971,"about_ca_topic_score_gemma":0.002595976,"domain_scores_codex":[0.9988942,0.0003877926,0.00008842421,0.0001013131,0.0004178145,0.0001104935],"domain_scores_gemma":[0.9990842,0.0003211416,0.0002397579,0.00005022977,0.0001541051,0.0001505691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002364001,0.001458132,0.002805992,0.007093821,0.0003949068,0.003373187,0.0002325149,0.0007404603,0.005174785,0.0373362,0.04005143,0.8989746],"study_design_scores_gemma":[0.0008016599,0.004152574,0.007747611,0.006508443,0.000310649,0.01382547,0.0006078326,0.0006666313,0.002974037,0.03526992,0.927076,0.00005923967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03010851,0.8026676,0.008370977,0.05604298,0.005420342,0.0002046566,0.0002698201,0.0001460823,0.096769],"genre_scores_gemma":[0.318365,0.6090873,0.01792889,0.01900533,0.007438913,0.0002344719,0.0004866356,0.00007518454,0.02737827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01967973,"threshold_uncertainty_score":0.06583524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180122026159443,"score_gpt":0.2531941952205893,"score_spread":0.235181992604645,"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."}}