{"id":"W4405387640","doi":"10.1093/ofid/ofae712","title":"Long-term Risk of Infection Among Patients Colonized With Antimicrobial-Resistant Pathogens: A Population-wide Cohort Study","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St Joseph's Health Centre; Ottawa Hospital; Sunnybrook Health Science Centre; Sinai Health System; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; International Council for the Exploration of the Sea; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Antimicrobial; Cohort; Population; Pathogenic organism; Term (time); Cohort study; Antimicrobial stewardship; Antibiotic resistance; Internal medicine; Intensive care medicine; Antibiotics; Microbiology; 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":[0.0001621725,0.0002603613,0.0003383901,0.00009382627,0.0002100634,0.0002591815,0.0001896728,0.0001018538,0.00004043674],"category_scores_gemma":[0.0001756261,0.0002193507,0.0001341883,0.0002491013,0.0001173174,0.0000435283,0.0002362754,0.00008551138,0.000007965815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006772007,"about_ca_system_score_gemma":0.0001078168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605688,"about_ca_topic_score_gemma":0.004855141,"domain_scores_codex":[0.9983768,0.0001846276,0.0003906532,0.0005814602,0.0001983705,0.0002680124],"domain_scores_gemma":[0.9989436,0.00003747172,0.0002608059,0.0004814125,0.0001812065,0.00009551809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005193325,0.0009321762,0.995718,0.00009732019,0.000603771,0.00001995345,0.00001895668,0.00005516251,0.001132251,0.00001069547,0.0006320655,0.0002603325],"study_design_scores_gemma":[0.001219609,0.001122391,0.9957581,0.0001686968,0.0004767604,0.000003668763,0.00001429729,0.000009258575,0.0008495066,0.00002360057,0.00007003751,0.0002841113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964622,0.0001076261,0.0002257673,0.000006715821,0.0002970847,0.002149555,0.0003268629,0.0000513401,0.000372845],"genre_scores_gemma":[0.9986877,0.0001269704,0.00002883779,0.00003222147,0.00003952438,0.00009387866,0.0007780952,0.00005764559,0.0001551419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249453,"threshold_uncertainty_score":0.8944864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003944861157714201,"score_gpt":0.2432445151281526,"score_spread":0.2392996539704385,"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."}}