{"id":"W3190755401","doi":"10.21203/rs.3.rs-793227/v1","title":"Phenotypic Characterization of Extended Spectrum Beta-lactamase, Class C Cephalosporinase and Carbapenemase-Producing Klebsiella Species Isolated from Patients Consulted at Four Yaounde-Based Hospitals.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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; Klebsiella oxytoca; Microbiology; Cephalosporin; Klebsiella; Biology; Beta-lactamase; Antibiotics; Antibiotic resistance; Multiple drug resistance; Gene; Escherichia coli; Genetics","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":[0.000307876,0.0006902882,0.0003887291,0.0009785682,0.0005644035,0.0005554881,0.0003030789,0.0005376358,0.001488962],"category_scores_gemma":[0.001598366,0.0003634352,0.0003424522,0.0009639426,0.000425648,0.0004055676,0.0006681745,0.0003538039,0.0002672055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004665417,"about_ca_system_score_gemma":0.0004682589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004948549,"about_ca_topic_score_gemma":0.005269811,"domain_scores_codex":[0.9995297,0.00008328411,0.00007919623,0.00009563198,0.00008754635,0.0001246122],"domain_scores_gemma":[0.9993018,0.0001437217,0.0002172133,0.00002123185,0.000169896,0.0001462609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003633711,0.0001817626,0.9558863,0.0001635376,0.00003790233,0.005020276,0.001825736,0.00009596447,0.03201033,0.00003197509,0.0001348856,0.004247895],"study_design_scores_gemma":[0.00004015446,0.001093579,0.9730111,0.00005641477,0.00009061142,0.01083586,0.005298103,0.000312903,0.008273128,0.00003092769,0.0009338472,0.00002351502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994237,0.0001551005,0.00005494657,0.00002975769,0.000003589646,0.00001600501,0.0001847205,0.000001447517,0.0001306776],"genre_scores_gemma":[0.9988225,0.0002060073,0.0002965399,0.00004265683,0.000007424992,0.00001698392,0.000385173,0.000001996432,0.0002207829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004948549,"threshold_uncertainty_score":0.009839535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248065436064672,"score_gpt":0.2826012289938377,"score_spread":0.2601205746331909,"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."}}