{"id":"W4395456040","doi":"10.4236/ojmm.2024.142009","title":"Phenotypic Characterization of Extended Spectrum Beta-Lactamase, Class C Cephalosporinase and Carbapenemase-Producing <i>Klebsiella</i> Species Isolated from Patients Consulted at Four Yaounde-Based Hospitals","year":2024,"lang":"en","type":"article","venue":"Open Journal of Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Organization for Women in Science for the Developing World; International Development Research Centre","keywords":"Klebsiella pneumoniae; Beta-lactamase; Phenotype; Medicine; Internal medicine; Microbiology; Cardiology; Biology; Genetics; Gene; Escherichia coli","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003789436,0.0003689201,0.0002676698,0.0009253228,0.0003117827,0.0004860893,0.000228464,0.0004048443,0.001397273],"category_scores_gemma":[0.001667578,0.0003018188,0.0002903169,0.0009973567,0.0004093329,0.00038771,0.0004844255,0.0002469843,0.000263786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232509,"about_ca_system_score_gemma":0.0002924555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733854,"about_ca_topic_score_gemma":0.002777575,"domain_scores_codex":[0.9995717,0.00007567472,0.00007740689,0.00009904232,0.00007562047,0.000100438],"domain_scores_gemma":[0.9990464,0.0002045321,0.0004165405,0.00003912679,0.0001770304,0.0001163522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001203034,0.00005518629,0.9897592,0.00005087152,0.00001394062,0.0005933872,0.0005204005,0.00003203965,0.006738775,0.000009739993,0.0000415599,0.002064599],"study_design_scores_gemma":[0.00001115015,0.0005085317,0.9932126,0.0000203107,0.00002271369,0.002592568,0.001274359,0.00006793057,0.001946969,0.000009156863,0.0003279851,0.000005805566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995837,0.0001305663,0.00002756885,0.00001167378,0.000001718026,0.00000689199,0.0001526791,7.239304e-7,0.00008446301],"genre_scores_gemma":[0.9992224,0.0001578347,0.0001372943,0.00001855514,0.000003847738,0.00001153199,0.0003150121,7.917179e-7,0.0001327823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733854,"threshold_uncertainty_score":0.005435824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503590922859721,"score_gpt":0.254886776527534,"score_spread":0.2398508672989368,"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."}}