{"id":"W2128792822","doi":"","title":"To treat or not to treat: managing bacteriuria in elderly people","year":2001,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bacteriuria; Medicine; Intensive care medicine; Nursing homes; Elderly people; Urinary system; Gerontology; Nursing; Internal 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":[0.00284016,0.0004452173,0.0006828178,0.001006629,0.001232365,0.001561965,0.0007894006,0.004456676,0.001651532],"category_scores_gemma":[0.00934744,0.0002118437,0.0002862741,0.0005150778,0.00118725,0.003135215,0.001098332,0.004451212,0.0006433201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007752724,"about_ca_system_score_gemma":0.002141523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128233,"about_ca_topic_score_gemma":0.00858866,"domain_scores_codex":[0.9988753,0.0005462196,0.0001493051,0.00006113226,0.0002704636,0.00009760601],"domain_scores_gemma":[0.9974368,0.0009952968,0.0002674168,0.00004002721,0.0005115715,0.000748973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001456751,0.0002393928,0.01116251,0.002123999,0.00008328457,0.01222865,0.002566397,0.0002822889,0.0009718477,0.002912865,0.6553586,0.3119246],"study_design_scores_gemma":[0.0002772404,0.0008548655,0.04021005,0.008675918,0.0002179547,0.06363356,0.01646069,0.001449348,0.0008767992,0.02712617,0.8399283,0.0002889604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01272475,0.09821128,0.0029826,0.8562066,0.01773685,0.00006985548,0.00005623198,0.0000935624,0.01191824],"genre_scores_gemma":[0.1746337,0.2362759,0.01649886,0.4499435,0.1096705,0.0002614947,0.000130301,0.0001347594,0.01245103],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004456676,"threshold_uncertainty_score":0.01502037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222688672061113,"score_gpt":0.2573524432565372,"score_spread":0.2350835760504259,"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."}}