{"id":"W2897013169","doi":"10.1093/ofid/ofy210.1720","title":"2064. Rapid Detection of Carbapenmase-Producing <i>Klebsiella pneumoniae</i> (CPK) Directly from Respiratory Secretion and Clinical Characteristics of Patients with CPK from a 1,200-Bed Tertiary Care Hospital in Thailand","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Klebsiella pneumoniae; Medicine; Internal medicine; Respiratory system; Infection control; Microbiology; Gastroenterology; Gene; Surgery; Biology; Escherichia coli","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001003634,0.0002088396,0.0003708708,0.00004751337,0.00007980291,0.00005059351,0.0001866944,0.0001678979,0.00002061932],"category_scores_gemma":[0.0002021966,0.0001895531,0.00007152583,0.00009068186,0.0002804096,0.00003128308,0.0002215629,0.00008939468,0.000001649204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003062044,"about_ca_system_score_gemma":0.0001001493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009585857,"about_ca_topic_score_gemma":0.001888885,"domain_scores_codex":[0.9984295,0.0001702121,0.0004936695,0.0005608022,0.0001429403,0.0002028432],"domain_scores_gemma":[0.9987421,0.00005224366,0.0004174963,0.000461709,0.0002330247,0.00009340741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000647586,0.0002702353,0.9483694,0.00003183454,0.00009709197,0.000002309173,0.0001124828,3.589426e-7,0.04664322,4.621489e-7,0.00005397368,0.003771073],"study_design_scores_gemma":[0.001650715,0.001252377,0.9587549,0.0001554151,0.0001040501,2.884268e-7,0.0001753425,0.00000622688,0.03743138,0.00002187615,0.0002172791,0.0002301447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976228,0.0004308976,0.00004338807,0.000009738985,0.0003164457,0.0005793806,0.0008477776,0.00001100639,0.0001385243],"genre_scores_gemma":[0.9989077,0.0001208928,0.00004688622,0.0000704084,0.0001532489,0.00001375405,0.0006464444,0.00003411944,0.000006528714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038552,"threshold_uncertainty_score":0.7729753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00462314792616356,"score_gpt":0.2359537612725365,"score_spread":0.2313306133463729,"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."}}