{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003841952,0.001054827,0.002053123,0.00206686,0.001165257,0.001305735,0.001639469,0.0009723271,0.00146054],"category_scores_gemma":[0.007327869,0.0009432376,0.009867954,0.005495875,0.0006408573,0.0004343839,0.001308332,0.0009686328,0.0001323548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01549337,"about_ca_system_score_gemma":0.01544269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.919643,"about_ca_topic_score_gemma":0.9269317,"domain_scores_codex":[0.9966784,0.0007560092,0.0005048822,0.0007872157,0.0008976607,0.0003759326],"domain_scores_gemma":[0.9956704,0.001028077,0.001303309,0.0004636277,0.001142196,0.0003924311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001683992,0.00002626648,0.9377548,0.002780931,0.04568795,0.0002347003,0.0003309126,0.001462152,0.0004110881,0.0001683671,0.002836604,0.00662216],"study_design_scores_gemma":[0.0004170815,0.0001156241,0.95303,0.0007073821,0.03910428,0.0002043563,0.0002445372,0.001779869,0.000114684,0.0001914928,0.004037605,0.00005312936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8029736,0.1364838,0.002449386,0.001852262,0.0002365121,0.0002144139,0.0526836,0.0001475066,0.002958966],"genre_scores_gemma":[0.984872,0.008010216,0.000707242,0.0002255031,0.00005124458,0.0000814474,0.005638267,0.00002272742,0.0003913317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08035702,"threshold_uncertainty_score":0.1616604,"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."}}