{"id":"W7075683088","doi":"","title":"Variations in the prevalence of strains expressing an extended-spectrum beta-lactamase phenotype and characterization of isolates from Europe, the Americas and the Western Pacific region","year":2001,"lang":"en","type":"article","venue":"DSpace - NTUA (National Technical University of Athens)","topic":"Data Analysis with R","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broth microdilution; Proteus mirabilis; Ceftazidime; Imipenem; Klebsiella pneumoniae; Ceftriaxone; Cephalosporin; Enterobacteriaceae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003071709,0.0002463853,0.0002259373,0.001272402,0.0002398677,0.000634858,0.0001921141,0.0002182061,0.0008704756],"category_scores_gemma":[0.0009755098,0.0001472414,0.0001780856,0.001196187,0.0002964767,0.0002788215,0.0003962317,0.000146896,0.0002053675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386393,"about_ca_system_score_gemma":0.0001929981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624917,"about_ca_topic_score_gemma":0.0069402,"domain_scores_codex":[0.9996766,0.00004314119,0.00004364377,0.0001061953,0.00006841011,0.00006210271],"domain_scores_gemma":[0.9993871,0.00008001801,0.0002406932,0.00003345439,0.0001458306,0.0001128962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001292923,0.00003654996,0.9827937,0.00002660005,0.00007135289,0.0003203363,0.000611157,0.00004597944,0.01105847,0.00003183636,0.00007134363,0.004803344],"study_design_scores_gemma":[0.00000183535,0.00002072739,0.9985946,0.000007253135,0.000008340683,0.0004288398,0.0003319388,0.00003152725,0.000349397,0.000006366437,0.0002169509,0.000002249717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987969,0.00020426,0.000070395,0.000008887892,0.000001767074,0.000005445878,0.0001710386,0.000003270696,0.0007379592],"genre_scores_gemma":[0.9989277,0.0002880753,0.000147227,0.00001899604,0.000004217067,0.000008179677,0.0003769404,0.000003584396,0.000225171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006624917,"threshold_uncertainty_score":0.01317269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019739340453572,"score_gpt":0.2329994064150298,"score_spread":0.2132600659614578,"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."}}