{"id":"W4403323319","doi":"10.1017/ash.2024.323","title":"Community-associated Carbapenem-Resistant Organism Case Investigations in New York City, December 2020-May 2023","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Organism; Carbapenem; Gerontology; Medicine; Microbiology; Biology; Genetics; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008281127,0.0004352559,0.0002248019,0.003097822,0.001853085,0.0008433564,0.0008086983,0.0006011016,0.00341302],"category_scores_gemma":[0.001748486,0.0006093096,0.0002058119,0.00164297,0.0005431939,0.0006764702,0.001294199,0.0004971602,0.0004487819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417737,"about_ca_system_score_gemma":0.002754025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1992041,"about_ca_topic_score_gemma":0.3773268,"domain_scores_codex":[0.9993376,0.0001000482,0.0001082057,0.00009698101,0.0002077644,0.0001494027],"domain_scores_gemma":[0.9979714,0.0001518713,0.0005834383,0.00006504124,0.0005464539,0.0006819212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073522,0.0001932572,0.9805109,0.00008513041,0.00002384327,0.00894974,0.001527026,0.00006793023,0.001005759,0.00004734346,0.003827918,0.003653878],"study_design_scores_gemma":[0.0000179132,0.0001030967,0.9926441,0.00006631304,0.000009740271,0.003304922,0.001731947,0.0002275079,0.0001880647,0.00002109019,0.001676986,0.000008323514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909264,0.0009650615,0.0002430314,0.0004076962,0.00005289709,0.000396313,0.002232777,0.00003641647,0.004739402],"genre_scores_gemma":[0.9913839,0.001374735,0.0006402335,0.0004187439,0.0001149974,0.0002118244,0.003029066,0.00001218964,0.002814294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1992041,"threshold_uncertainty_score":0.3960893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07031754990075036,"score_gpt":0.3439223587605574,"score_spread":0.273604808859807,"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."}}