{"id":"W2155299303","doi":"10.1590/s1413-86702002000200004","title":"Antimicrobial therapy for community-acquired pneumonia in adults","year":2002,"lang":"en","type":"article","venue":"The Brazilian Journal of Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Community-acquired pneumonia; Medicine; Etiology; Pneumonia; Intensive care medicine; Family medicine; Antibiotic resistance; Antimicrobial stewardship; Antibiotics; Internal medicine; Microbiology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002820373,0.0001665504,0.0003622681,0.0002549123,0.000379119,0.0000356277,0.0001830153,0.00006777667,0.0001108792],"category_scores_gemma":[0.0002645029,0.0001062304,0.0003485184,0.000306083,0.0001886981,0.0001511614,0.00001913743,0.0003443772,0.00001589146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008167145,"about_ca_system_score_gemma":0.00008092523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001818703,"about_ca_topic_score_gemma":0.00003814566,"domain_scores_codex":[0.9987749,0.0002701081,0.0004671708,0.00008804863,0.0001551502,0.0002446327],"domain_scores_gemma":[0.9987678,0.0002857853,0.0002629192,0.0002871967,0.0002260945,0.0001701832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001954624,0.0080232,0.8560551,0.0003828972,0.0006163538,0.0002258153,0.004655806,0.0003782376,0.06165504,0.00008296739,0.01230267,0.05366723],"study_design_scores_gemma":[0.01925652,0.005143071,0.9518386,0.001103334,0.0003270078,0.002713322,0.0006699853,0.0002710459,0.001724147,0.0006801327,0.01588146,0.0003914291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951708,0.0007459233,0.00004295896,0.002549801,0.0004148967,0.000465171,0.00002506311,0.00003910672,0.0005462651],"genre_scores_gemma":[0.9968225,0.0006495953,0.000006819133,0.002022967,0.0003651173,0.00001762871,0.000002840819,0.00002697279,0.00008554493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0957834,"threshold_uncertainty_score":0.4331951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182494730534297,"score_gpt":0.2715785614624504,"score_spread":0.2533290884090206,"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."}}