{"id":"W2131647494","doi":"","title":"Why are antibiotics prescribed for asymptomatic bacteriuria in institutionalized elderly people? A qualitative study of physicians' and nurses' perceptions.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Focus group; Bacteriuria; Medicine; Asymptomatic; Antibiotics; Family medicine; Population; Qualitative research; Urine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002792125,0.0001436316,0.0003797225,0.000227806,0.00006564366,0.00001968105,0.00005729135,0.00004470777,0.00007481579],"category_scores_gemma":[0.0001036691,0.0001403271,0.00005935216,0.0003410701,0.00007800444,0.0001876784,0.00001634785,0.00009052259,0.000003425297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008882863,"about_ca_system_score_gemma":0.00001816494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001800107,"about_ca_topic_score_gemma":0.0004648754,"domain_scores_codex":[0.9988177,0.0001400742,0.0003717799,0.0002472502,0.0001942696,0.0002289124],"domain_scores_gemma":[0.9993825,0.0001304607,0.000116606,0.0002302668,0.00008828783,0.00005189828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004641263,0.09734339,0.3446008,0.003337038,0.002219223,0.00005320892,0.3214668,0.0004970432,0.0003240306,0.00115342,0.006796966,0.2175668],"study_design_scores_gemma":[0.005341399,0.001117475,0.9679328,0.0001000884,0.0002522209,0.00000870537,0.02334422,0.0001415465,0.00001880773,0.0001026297,0.001509223,0.0001309293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934058,0.00002973045,0.00009752087,0.0007080365,0.00009494791,0.004643374,0.00002820208,0.00004804866,0.0009443302],"genre_scores_gemma":[0.9980488,0.0000275199,0.0003484488,0.0001862499,0.00004007799,0.0007393954,0.00002985843,0.00001633701,0.0005633406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.623332,"threshold_uncertainty_score":0.5722375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367168932939769,"score_gpt":0.3045102610108974,"score_spread":0.2808385716814997,"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."}}