{"id":"W3119099257","doi":"10.1093/ofid/ofaa417.011","title":"12. Evaluation of Rapid Phenotypic Testing for KPC Carbapenemase Producing <i>klebsiella Pneumoniae</i> Directly from Positive Blood Cultures by Use of “Hot Chocolate” Plates","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Institut National de Santé Publique du Québec; McGill University Health Centre","funders":"","keywords":"Klebsiella pneumoniae; Medicine; Microbiology; Carbapenem; Blood culture; Cephalosporin; Klebsiella; Biology; Antibiotics; Escherichia coli","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":[0.0007146451,0.0006790726,0.0002397774,0.0003060782,0.0001884439,0.0004222506,0.0003804693,0.0005108226,0.003492187],"category_scores_gemma":[0.001085954,0.0002790912,0.0003350009,0.0002198213,0.0001850605,0.0002513823,0.0002652953,0.0002569239,0.001717796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723671,"about_ca_system_score_gemma":0.0002607077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770906,"about_ca_topic_score_gemma":0.001870894,"domain_scores_codex":[0.9989862,0.0002458092,0.0001303846,0.0002044932,0.0003323827,0.0001006848],"domain_scores_gemma":[0.9989962,0.0003477451,0.0001008023,0.00006544501,0.0004002989,0.00008955387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006455628,0.0002189383,0.0050322,0.0001271059,0.00001090591,0.0001534785,0.0000843852,0.0001213814,0.9846832,0.00004471363,0.0002813712,0.008596638],"study_design_scores_gemma":[0.00002391593,0.00237144,0.01890251,0.00001914675,0.00003266465,0.0004767539,0.0001058471,0.001195391,0.9752107,0.00002400942,0.001622197,0.0000154246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665468,0.0005113017,0.02330425,0.0002289314,0.0001891147,0.0005232042,0.001467147,0.0005678679,0.006661312],"genre_scores_gemma":[0.9318697,0.0006244316,0.0538268,0.0001416044,0.00003467878,0.0003599308,0.004918845,0.000100883,0.008123196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003492187,"threshold_uncertainty_score":0.01168251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508940871192711,"score_gpt":0.276085383912029,"score_spread":0.2509959752001019,"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."}}