{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171199,0.0003708606,0.0002387385,0.0006951788,0.0002362074,0.0007097181,0.0002233829,0.000288656,0.001857591],"category_scores_gemma":[0.001643767,0.0002304562,0.000305618,0.0006582886,0.0002199437,0.0002767436,0.0002859353,0.0002557515,0.0006521549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003996805,"about_ca_system_score_gemma":0.0005595461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007734111,"about_ca_topic_score_gemma":0.006702327,"domain_scores_codex":[0.9992405,0.0001877432,0.0001474078,0.0001623335,0.0001924107,0.00006975595],"domain_scores_gemma":[0.998434,0.0003146582,0.0005759249,0.00005313956,0.0004436216,0.0001786904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003587459,0.00007054862,0.970937,0.000161078,0.00003584544,0.0005637454,0.0001883052,0.0001573832,0.0129016,0.00001037477,0.0005100262,0.01410544],"study_design_scores_gemma":[0.0000302424,0.0007794577,0.9781801,0.00009545075,0.00004986339,0.004837396,0.0006412027,0.00170862,0.0117796,0.00001671742,0.001857701,0.00002369653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995344,0.000791911,0.0006599744,0.00008614179,0.00003155346,0.00006940778,0.001249352,0.00005037412,0.001717149],"genre_scores_gemma":[0.9959706,0.0002570199,0.001645256,0.00007678317,0.00001752724,0.0000306482,0.001479266,0.00000718417,0.0005157463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007734111,"threshold_uncertainty_score":0.01537818,"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."}}