{"id":"W1990187771","doi":"10.1016/s0732-8893(00)00115-2","title":"Respiratory tract pathogens isolated from patients hospitalized with suspected pneumonia: frequency of occurrence and antimicrobial susceptibility patterns from the SENTRY Antimicrobial Surveillance Program (United States and Canada, 1997)","year":2000,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Emory University","keywords":"Antimicrobial; Meropenem; Microbiology; Cefepime; Broth microdilution; Cephalosporin; Haemophilus influenzae; Medicine; Streptococcus pneumoniae; Klebsiella pneumoniae; Imipenem; Moraxella catarrhalis; Amikacin; Staphylococcus aureus; Antibiotics; Antibiotic resistance; Biology; Minimum inhibitory concentration; Bacteria","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":[0.0004093504,0.0004188179,0.0004185044,0.001365173,0.0008269748,0.0007355854,0.0008321163,0.0005762016,0.0009290795],"category_scores_gemma":[0.0019719,0.000383287,0.0004215972,0.002111002,0.0004546053,0.0004073193,0.0004720787,0.0006949019,0.000235126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003190889,"about_ca_system_score_gemma":0.003807034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6775528,"about_ca_topic_score_gemma":0.760453,"domain_scores_codex":[0.9993867,0.00004352975,0.00007994077,0.00007898277,0.0002478445,0.0001630389],"domain_scores_gemma":[0.9981567,0.0001789095,0.0004580686,0.00004468062,0.0007408793,0.0004207322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337092,0.00002324193,0.9974498,0.00001991109,0.00003143089,0.000121156,0.0001367151,0.00003224267,0.0002458641,0.000005857066,0.0004681861,0.001331797],"study_design_scores_gemma":[0.000003674784,0.00003155059,0.9993128,0.000007080874,0.00001307757,0.0001748294,0.0002116089,0.00005036315,0.00006819524,0.000002004853,0.00012253,0.000002307816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954699,0.0005623696,0.00006583237,0.00008157209,0.0000141577,0.00002123544,0.002886501,0.0000083249,0.0008900891],"genre_scores_gemma":[0.9968218,0.00051401,0.0001141925,0.0001079191,0.00001257814,0.000009021189,0.002008374,0.000003515702,0.0004086847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3224472,"threshold_uncertainty_score":0.6486923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004169558213744417,"score_gpt":0.2097315801139927,"score_spread":0.2055620219002483,"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."}}