{"id":"W4389030812","doi":"10.1093/ofid/ofad500.1750","title":"2127. <i>In vitro</i> Activities of Ceftaroline and Comparator Agents against Bacterial Pathogens Frequently Causing Community-Acquired Respiratory Tract Infections in Patients from a Global Population: ATLAS Surveillance Program 2018-2021","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moraxella catarrhalis; Medicine; Streptococcus pneumoniae; Haemophilus influenzae; Microbiology; Staphylococcus aureus; Broth microdilution; Respiratory tract infections; Population; Bacterial pneumonia; Internal medicine; Pneumonia; Antibiotics; Biology; Respiratory system; Bacteria; Minimum inhibitory concentration","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002408762,0.0003340259,0.0007677124,0.0003387917,0.0004460406,0.0001468721,0.0001366115,0.0001701621,0.000046396],"category_scores_gemma":[0.0002084625,0.0003392198,0.0001517077,0.001131311,0.0001794766,0.0005255254,0.0002757681,0.0002649406,0.0000118968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118751,"about_ca_system_score_gemma":0.0002232913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394962,"about_ca_topic_score_gemma":0.007217953,"domain_scores_codex":[0.9975188,0.0006315692,0.00070057,0.0003907963,0.0002800467,0.0004781956],"domain_scores_gemma":[0.9986728,0.000198645,0.0002990991,0.0004704106,0.0001082922,0.0002507152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003486334,0.00437754,0.9843765,0.00006222378,0.00009531919,0.00003926755,0.0001207312,0.0001521667,0.007284294,0.000007936782,0.0002987479,0.002836605],"study_design_scores_gemma":[0.005845899,0.0007916038,0.990943,0.0001987921,0.00007136667,0.000007485605,0.0002282193,0.0001461747,0.0002220129,0.0001108562,0.001136012,0.0002985927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947934,0.0000640779,0.000002016595,0.00009929474,0.0005700766,0.001688404,0.001992949,0.0001508198,0.0006389646],"genre_scores_gemma":[0.9974448,0.00004746731,0.000009643212,0.0003074975,0.0000966332,0.0002676139,0.001779557,0.00003809073,0.00000871159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007062281,"threshold_uncertainty_score":0.999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571436036888153,"score_gpt":0.3126973186995948,"score_spread":0.2869829583307133,"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."}}