{"id":"W4303437354","doi":"10.1016/j.cmi.2022.10.004","title":"Highly versus less bioavailable oral antibiotics in the treatment of gram-negative bloodstream infections: a propensity-matched cohort analysis","year":2022,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; Public Health Ontario; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Antibiotics; Bloodstream infection; Medicine; Gram; Propensity score matching; Cohort; Cohort study; Intensive care medicine; Internal medicine; Microbiology; Biology; Bacteria","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":[0.0007987873,0.0001849255,0.0007009234,0.0002139382,0.0004153333,0.000009225954,0.0001137185,0.0002986524,0.0001357548],"category_scores_gemma":[0.0001079347,0.0001255739,0.0002493059,0.000758299,0.0008189532,0.00004754431,0.00006881794,0.0003928638,0.00002374536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000615708,"about_ca_system_score_gemma":0.00005874606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623769,"about_ca_topic_score_gemma":0.002394688,"domain_scores_codex":[0.9973503,0.001356525,0.0006018701,0.0004184367,0.00001834678,0.0002544729],"domain_scores_gemma":[0.998551,0.0007961504,0.0002888704,0.0002850209,0.00006311904,0.00001588852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006797957,0.003299678,0.9766806,0.00001407599,0.002291479,0.000005306927,0.0003280565,0.00005071962,0.01464069,0.000266055,0.00034724,0.00139633],"study_design_scores_gemma":[0.01010131,0.01400178,0.901431,0.00002845609,0.003691478,0.0001298145,0.001577363,0.00002746982,0.02448432,0.0001330207,0.04390301,0.000490978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970682,0.0009001993,0.00004456621,0.0001775531,0.001001003,0.0004980592,0.00007704383,0.00002900588,0.0002043797],"genre_scores_gemma":[0.9967894,0.002452869,0.00002609394,0.0001014977,0.00002424807,0.00000995879,0.000256271,0.000007154472,0.0003325236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07524958,"threshold_uncertainty_score":0.5120756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522724311215865,"score_gpt":0.311905186556391,"score_spread":0.2666779434442324,"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."}}