{"id":"W4409346864","doi":"10.1093/ofid/ofaf005","title":"Frequency, Antimicrobial Susceptibility, and Molecular Characterization of Carbapenem-Resistant Enterobacterales Stratified by United States Census Divisions: Results From the INFORM Program (2018–2022)","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AbbVie Canada","keywords":"Medicine; Census; Carbapenem; Antimicrobial; Family medicine; Gerontology; Environmental health; Microbiology; Antibiotics; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001300567,0.0002511613,0.0002652068,0.00005342164,0.000216526,0.0003247602,0.0004383855,0.0001299146,0.00001102166],"category_scores_gemma":[0.0002232755,0.0001988494,0.00008589304,0.0002316964,0.0003070783,0.00003515582,0.0005047029,0.00008599235,8.82491e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003138297,"about_ca_system_score_gemma":0.0001114981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808573,"about_ca_topic_score_gemma":0.001109398,"domain_scores_codex":[0.9984356,0.0001455096,0.0005256167,0.0004831109,0.000131496,0.000278694],"domain_scores_gemma":[0.9987563,0.00006551487,0.0002896541,0.0006330552,0.000176688,0.00007873637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000594114,0.0003745591,0.1921145,0.00005112997,0.0002043969,0.000002420687,0.00003798366,0.000003310365,0.8003285,0.0001875504,0.004475419,0.00162609],"study_design_scores_gemma":[0.00440086,0.001014129,0.7389227,0.0005731244,0.0003185088,0.00000360119,0.0004592232,0.00008706335,0.2315465,0.001328016,0.02057967,0.0007666494],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903922,0.0002239754,0.0001070671,0.0006258573,0.0001642175,0.00116028,0.006955178,0.00003055887,0.0003406501],"genre_scores_gemma":[0.9755656,0.0006119122,0.00007984749,0.000565166,0.00001847596,0.00003633896,0.02300337,0.00002013201,0.00009922829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.568782,"threshold_uncertainty_score":0.8108845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006225956355654741,"score_gpt":0.2573777247914877,"score_spread":0.251151768435833,"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."}}