{"id":"W4410312105","doi":"10.1093/cid/ciaf213","title":"The Burden of Antimicrobial Resistant Bacteremia in Ontario: A Population-Wide Analysis of Attributable Mortality From 110 Pathogen-Antibiotic Combinations","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre; University of Toronto; Toronto General Hospital; University of Ottawa; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Bacteremia; Antibiotic resistance; Antibiotics; Hazard ratio; Population; Antimicrobial; Internal medicine; Drug resistance; Cohort; Microbiology; Confidence interval; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003763532,0.0001460752,0.0007890391,0.0001892539,0.0001954989,0.00001689848,0.0002298748,0.0002387366,0.0001536943],"category_scores_gemma":[0.0009877181,0.0001114392,0.0004636081,0.0007363434,0.0004756922,0.00005051598,0.00009985574,0.0002768658,0.000007912629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008853864,"about_ca_system_score_gemma":0.0002844406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1308673,"about_ca_topic_score_gemma":0.2274428,"domain_scores_codex":[0.997808,0.0004409881,0.001146746,0.0003290123,0.00005019549,0.0002250291],"domain_scores_gemma":[0.9967424,0.002146107,0.0004188996,0.000511038,0.0001547442,0.00002675784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001285771,0.0008717613,0.989205,0.00002909735,0.002380084,0.000002849951,0.00004904157,0.0001900284,0.00554726,0.0008954416,0.0005810907,0.0001197929],"study_design_scores_gemma":[0.001108218,0.0000535635,0.9944696,0.0001537768,0.002178115,8.117462e-8,0.00006623796,0.00002488664,0.0006861106,0.0007034575,0.0004513448,0.0001046386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971758,0.0008499834,0.000081809,0.0001251394,0.0005407459,0.0002231324,0.0006421609,0.00002540705,0.0003358343],"genre_scores_gemma":[0.9984615,0.0001602144,0.000005424742,0.00006044896,0.00001093162,0.000002157517,0.0007071359,0.000006053085,0.0005860759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09657555,"threshold_uncertainty_score":0.8749204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927657408226002,"score_gpt":0.3112383291360782,"score_spread":0.2919617550538182,"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."}}