{"id":"W3081771779","doi":"10.5770/cgj.23.409","title":"Burning for Treatment: Impact of Staff Education on Asymptomatic Bacteriuria Management in the Elderly","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; Vancouver Coastal Health","funders":"","keywords":"Medicine; Incidence (geometry); Cohort; Bacteriuria; Urinary system; Urine; Asymptomatic; Cohort study; Audit; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002323228,0.0001296504,0.0001921536,0.0005706307,0.0001122586,0.00006539674,0.0001166244,0.00003755778,0.0001179793],"category_scores_gemma":[0.00005808334,0.00009191815,0.000171313,0.000467736,0.00001086346,0.00008152192,0.000005120176,0.0001169946,0.00001194011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153316,"about_ca_system_score_gemma":0.0008147808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970913,"about_ca_topic_score_gemma":0.0006823088,"domain_scores_codex":[0.9991091,0.00005456956,0.0003090149,0.0001227075,0.0001497004,0.0002549336],"domain_scores_gemma":[0.9992213,0.00005563322,0.0001606554,0.0001709873,0.00006820892,0.0003232398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001345597,0.007994431,0.04499944,0.001099587,0.002918601,0.001078832,0.01551726,0.005223944,0.0003082208,0.005383395,0.06274427,0.8513864],"study_design_scores_gemma":[0.01609518,0.1072875,0.6165444,0.0006159369,0.002680719,0.001579938,0.0100393,0.003118213,0.0001107709,0.001651739,0.2393208,0.0009555919],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846792,0.0001360176,0.000319941,0.004172171,0.0002530009,0.001089072,0.00001800486,0.000009232904,0.009323335],"genre_scores_gemma":[0.998018,0.0001347032,0.0009128503,0.0003679983,0.0003366649,0.00004981576,0.00002256904,0.00001774435,0.0001396281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8504308,"threshold_uncertainty_score":0.3748313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410444683828978,"score_gpt":0.2990335413193003,"score_spread":0.2749290944810105,"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."}}