{"id":"W2141917952","doi":"10.1128/aac.00878-13","title":"Evaluation of the Carba NP Test for Rapid Detection of Carbapenemase-Producing Enterobacteriaceae and Pseudomonas aeruginosa","year":2013,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health; Public Health Ontario; Toronto Public Health","funders":"Association of Medical Microbiology and Infectious Disease Canada","keywords":"Enterobacteriaceae; Pseudomonas aeruginosa; Microbiology; Predictive value; Biology; Pseudomonadaceae; Enterobacteriaceae Infections; Pseudomonas; Bacterial protein; Bacteria; Escherichia coli; Medicine; Gene; Biochemistry; Genetics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002662376,0.0001131015,0.0001446597,0.00001773664,0.0000591381,0.00001950861,0.00008433942,0.00008175417,0.00001846442],"category_scores_gemma":[0.00005566992,0.00008609089,0.00005881568,0.00003862637,0.0001167939,0.000007754602,0.00003590254,0.0000264251,2.102652e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008515781,"about_ca_system_score_gemma":0.00002824564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007858127,"about_ca_topic_score_gemma":0.00003184108,"domain_scores_codex":[0.9992986,0.00004874608,0.0002012933,0.0002336965,0.0001020111,0.0001156049],"domain_scores_gemma":[0.9993641,0.00001227472,0.0001702781,0.0002210543,0.0002108316,0.00002148191],"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":[0.000036324,0.00004196293,0.06975067,0.00005043779,0.00005048227,1.463618e-8,0.00008534325,0.000001583357,0.9200435,9.09068e-7,0.00058511,0.009353617],"study_design_scores_gemma":[0.0008073435,0.00009582395,0.3172667,0.00003148072,0.00004510133,0.000004274167,0.00002343042,0.00005933136,0.6807372,0.00001659302,0.0008396396,0.00007303575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987763,0.00007528019,0.000127411,0.0002230113,0.0001422362,0.0005984883,0.0000234534,0.000002687299,0.00003118055],"genre_scores_gemma":[0.9988685,0.0004053246,0.0002660488,0.0002824216,0.00007986196,0.000009388035,0.00001510393,0.00001576761,0.00005755193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475161,"threshold_uncertainty_score":0.3510685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241660464239857,"score_gpt":0.2427723539329479,"score_spread":0.2303557492905493,"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."}}