{"id":"W2098094312","doi":"10.1378/chest.08-0888","title":"Viral Infection in Adults Hospitalized With Community-Acquired Pneumonia","year":2008,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory viral infections research","field":"Medicine","cited_by":287,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Rhinovirus; Human metapneumovirus; Medicine; Pneumonia; Virus; Community-acquired pneumonia; Virology; Human Parainfluenza Virus; Streptococcus pneumoniae; Respiratory tract infections; Pathogen; Bronchiolitis; Immunology; Mycoplasma pneumoniae; Serology; Internal medicine; Respiratory system; Microbiology; Biology; Antibiotics; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005343392,0.0001504278,0.0002780184,0.0004152341,0.0004958027,0.00004174631,0.00009986927,0.0001034675,0.0001100266],"category_scores_gemma":[0.0001770912,0.0001155635,0.00007908618,0.0005126082,0.00023819,0.0003485318,0.00003867958,0.001200991,0.00006627216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280526,"about_ca_system_score_gemma":0.0002603602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000506409,"about_ca_topic_score_gemma":0.0001267532,"domain_scores_codex":[0.9985229,0.0003174086,0.0003337524,0.0001205947,0.0003793899,0.000325977],"domain_scores_gemma":[0.9991135,0.00004044875,0.0001052561,0.0002852208,0.000226914,0.0002286469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008910587,0.0005534276,0.9867226,0.0001075908,0.0000438153,0.0007140203,0.0009154223,0.00003143394,0.008335932,0.000008336223,0.0002120491,0.001464275],"study_design_scores_gemma":[0.004632864,0.002260715,0.9828729,0.000360209,0.00001352028,0.0048642,0.00006987489,0.00007901878,0.002592016,0.00003775449,0.002086898,0.00013002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962295,0.00006964914,0.0001585874,0.0002183007,0.0001044992,0.0002549402,7.943092e-7,0.00005011823,0.002913613],"genre_scores_gemma":[0.9986847,0.0003059681,0.0003053893,0.0001563948,0.000204925,0.00002056587,0.000005728137,0.00002906106,0.0002872571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005743916,"threshold_uncertainty_score":0.5217776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04623201363910631,"score_gpt":0.3306598409743386,"score_spread":0.2844278273352323,"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."}}