{"id":"W2067908257","doi":"10.1155/2014/352862","title":"Clonality and Resistome Analysis of KPC-Producing<i>Klebsiella pneumoniae</i>Strain Isolated in Korea Using Whole Genome Sequencing","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Korea Centers for Disease Control and Prevention","keywords":"Algorithm; Computer science","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":[0.0002173779,0.0002058238,0.0002772847,0.001603233,0.0002706897,0.0003355001,0.0002677196,0.0002444949,0.0006817449],"category_scores_gemma":[0.0005393521,0.0001756588,0.000408407,0.00114016,0.0001384051,0.0002184788,0.0003400464,0.0002362579,0.0002027314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179216,"about_ca_system_score_gemma":0.000161601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293104,"about_ca_topic_score_gemma":0.003146959,"domain_scores_codex":[0.9997285,0.00002171938,0.0000324654,0.0001208149,0.00004272872,0.00005374497],"domain_scores_gemma":[0.9995684,0.00006595493,0.0001659377,0.00003974923,0.00009961518,0.00006024613],"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":[0.0003680502,0.00009289027,0.2442013,0.0001413269,0.0001149022,0.0004735811,0.000540407,0.0004413983,0.736545,0.00008060561,0.0001741053,0.01682631],"study_design_scores_gemma":[0.00001294251,0.0002440107,0.9759857,0.00001497942,0.0001145085,0.001402959,0.0004129409,0.00131017,0.0188418,0.0000470602,0.001591057,0.00002184337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985536,0.00005888123,0.0003254031,0.00001049449,0.000001436236,0.00001695635,0.0008327502,0.00000893693,0.0001916658],"genre_scores_gemma":[0.9925923,0.0001331856,0.002399489,0.00004030807,0.000005452076,0.00003413598,0.004503823,0.000018661,0.0002727272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293104,"threshold_uncertainty_score":0.005827963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143985849509893,"score_gpt":0.3580237902545942,"score_spread":0.3065839317594953,"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."}}