{"id":"W4310987875","doi":"10.1186/s12877-022-03549-8","title":"Effect of inpatient antibiotic treatment among older adults with delirium found with a positive urinalysis: a health record review","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Delirium; Urinalysis; Asymptomatic; Adverse effect; Population; Antibiotics; Internal medicine; Urinary system; Pediatrics; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005149491,0.000282416,0.0007633209,0.0003374117,0.0001803494,0.00001032578,0.00008152919,0.00002471029,0.0001017116],"category_scores_gemma":[0.00004021898,0.0001918588,0.0001666792,0.001283247,0.00004300626,0.00006879732,0.00007749918,0.0001653792,0.000006289635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008183505,"about_ca_system_score_gemma":0.0002687778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037776,"about_ca_topic_score_gemma":0.0002075639,"domain_scores_codex":[0.9978535,0.0004323298,0.000463163,0.0004342561,0.000513436,0.0003033005],"domain_scores_gemma":[0.998436,0.0001412054,0.0005332138,0.000555573,0.0001899307,0.0001440706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01105171,0.01575191,0.8957405,0.02817441,0.001998003,0.0004936202,0.001734161,0.001131589,0.000004285902,0.00002902556,0.001930858,0.04195992],"study_design_scores_gemma":[0.0207013,0.4168025,0.537875,0.008339508,0.009555329,0.0007537265,0.0009122425,0.0006242114,0.0002449755,0.000001581047,0.003401744,0.0007878887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888358,0.004775011,0.0007600201,0.0004052049,0.0001039434,0.004563095,0.00002284702,0.00006887624,0.0004651971],"genre_scores_gemma":[0.9946512,0.002218163,0.001835139,0.0003812563,0.0000462416,0.0004068104,0.000120498,0.00004460963,0.0002960643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4010506,"threshold_uncertainty_score":0.7823776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008204734223710434,"score_gpt":0.2642003030155605,"score_spread":0.25599556879185,"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."}}