{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002271611,0.0001303626,0.0002491803,0.0007182838,0.0000726127,0.00005298893,0.000373441,0.0001497245,0.00003695557],"category_scores_gemma":[0.0005723131,0.0001298618,0.00008697761,0.0008046957,0.0003865661,0.0000113002,0.000246991,0.0001710183,0.000002539452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532517,"about_ca_system_score_gemma":0.000141556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004091812,"about_ca_topic_score_gemma":0.0003892367,"domain_scores_codex":[0.9978569,0.0003288261,0.00042737,0.0005453829,0.0004962631,0.0003452799],"domain_scores_gemma":[0.9989942,0.00007466257,0.0001336659,0.0003923792,0.0003097271,0.00009538537],"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":[0.0001262169,0.0000431826,0.06023116,0.00002784063,0.0002842119,0.00000544169,0.00009929649,0.0001877975,0.9386074,0.000121517,0.00003944125,0.000226487],"study_design_scores_gemma":[0.001083136,0.0003157409,0.8922164,0.0001228352,0.000101791,0.00002369627,0.000338901,0.02402044,0.0704784,0.000620266,0.0101894,0.0004889227],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997456,0.0001311583,0.0010294,0.0004271063,0.0001297818,0.0001359328,0.0002189486,0.000005607747,0.0004660668],"genre_scores_gemma":[0.9974865,0.00006757204,0.001366252,0.00002760489,0.0001795657,0.000003750661,0.0004449694,0.000015995,0.0004077757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.868129,"threshold_uncertainty_score":0.5295611,"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."}}