{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009810686,0.0004569261,0.0004982508,0.0009208258,0.001165238,0.001216919,0.0009725944,0.0008124046,0.001363114],"category_scores_gemma":[0.002376041,0.0005721702,0.0009610366,0.00205725,0.0004821509,0.0007567926,0.0006866916,0.0009574426,0.0002246759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389592,"about_ca_system_score_gemma":0.001852309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1968489,"about_ca_topic_score_gemma":0.184064,"domain_scores_codex":[0.9990239,0.0001589914,0.00008318642,0.0003390953,0.0001814756,0.0002132993],"domain_scores_gemma":[0.997489,0.0002276209,0.0008559451,0.0003290607,0.0005383848,0.0005599929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005334859,0.00001557029,0.9994701,0.000003508052,0.00007656546,0.00003118712,0.00003915959,0.00001287581,0.00006317052,0.000005380222,0.00006465216,0.000164363],"study_design_scores_gemma":[0.00001186952,0.00006942217,0.999263,0.000006420235,0.00006359228,0.00009727314,0.0001638276,0.0001552437,0.00002007833,0.000008611789,0.0001344753,0.000006266775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998225,0.0001962672,0.0001128666,0.00004750731,0.000008450904,0.00001993862,0.00115506,0.00000399355,0.0002309144],"genre_scores_gemma":[0.9989474,0.000119365,0.00008216615,0.00003496003,0.00001108579,0.00001442297,0.0006890623,0.000002218177,0.00009933157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968489,"threshold_uncertainty_score":0.3914063,"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."}}