{"id":"W1989225449","doi":"10.1021/pr9006427","title":"Pneumococcal Pneumonia: Potential for Diagnosis through a Urinary Metabolic Profile","year":2009,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Mount Sinai Hospital","funders":"","keywords":"Pneumonia; Streptococcus pneumoniae; Community-acquired pneumonia; Urinary system; Microbiology; Urine; Pathogen; Antimicrobial; Bacterial pneumonia; Pneumococcal pneumonia; Pathogenic bacteria; Respiratory tract; Metabolomics; Respiratory tract infections; Biology; Immunology; Bacteria; Medicine; Respiratory system; Internal medicine; Antibiotics; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000564008,0.0004675827,0.0004901481,0.0008059469,0.0001940055,0.000818013,0.000149473,0.0005785098,0.0008711091],"category_scores_gemma":[0.001462314,0.000141571,0.0001797376,0.000823972,0.0002571609,0.0005207272,0.0002959534,0.0004273444,0.000313403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624496,"about_ca_system_score_gemma":0.0002369459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005431841,"about_ca_topic_score_gemma":0.0008069925,"domain_scores_codex":[0.9997087,0.0001335162,0.00001804799,0.00005271451,0.00006043944,0.00002666679],"domain_scores_gemma":[0.9994954,0.0002112981,0.000122667,0.00001889284,0.00008123451,0.00007045887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00271938,0.0004272025,0.5015499,0.000480174,0.0002356893,0.001075719,0.0001433595,0.0009413252,0.3166851,0.0005186389,0.001212199,0.1740113],"study_design_scores_gemma":[0.0000742729,0.002392222,0.8037238,0.00012878,0.0004197226,0.006741594,0.0004839829,0.02529062,0.1503899,0.002742688,0.007498465,0.000114011],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655504,0.01143131,0.01641343,0.001832272,0.0001095879,0.00005986473,0.001354381,0.0002092575,0.003039537],"genre_scores_gemma":[0.9863973,0.001794174,0.0107144,0.0002611137,0.00007505846,0.00001814095,0.0003426356,0.000008842003,0.0003883386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008711091,"threshold_uncertainty_score":0.002982795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08318439568936047,"score_gpt":0.4251161093894762,"score_spread":0.3419317137001157,"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."}}