{"id":"W2012617927","doi":"10.3810/pgm.2010.03.2130","title":"Burden of Community-Acquired Pneumonia in North American Adults","year":2010,"lang":"en","type":"review","venue":"Postgraduate Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":477,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"U.S. National Library of Medicine; National Institutes of Health","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Streptococcus pneumoniae; Mortality rate; Population; Pneumococcal pneumonia; Etiology; Incidence (geometry); Intensive care medicine; Pneumonia severity index; Intensive care unit; Pediatrics; Internal medicine; Antibiotics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007664374,0.0002729724,0.0005084683,0.001748105,0.0004006634,0.0009010843,0.0003309049,0.0006016085,0.001722534],"category_scores_gemma":[0.002129942,0.0001434637,0.0004206783,0.003266063,0.0001890682,0.0006092439,0.0004174429,0.0003595052,0.0002194778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032877,"about_ca_system_score_gemma":0.00245056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02853095,"about_ca_topic_score_gemma":0.06313334,"domain_scores_codex":[0.9991577,0.0002444272,0.0001609103,0.00009336577,0.000281106,0.00006253015],"domain_scores_gemma":[0.9986436,0.0001915609,0.0005759808,0.00001403582,0.0004517953,0.0001231028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001499781,0.0001608172,0.5967277,0.01390109,0.001044629,0.00218115,0.001818806,0.00034192,0.0008042803,0.001104486,0.05467552,0.3270896],"study_design_scores_gemma":[0.00002419549,0.0001268134,0.9469137,0.006085451,0.0005144458,0.001914069,0.003048157,0.0002643586,0.00009049085,0.0003299016,0.04066546,0.00002306686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1997225,0.7675143,0.0002872456,0.00961119,0.0005248055,0.0001263798,0.006477668,0.00006458668,0.01567126],"genre_scores_gemma":[0.483421,0.5055116,0.001080398,0.004442811,0.000657371,0.0001842778,0.003538522,0.0000064934,0.001157522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.971469,"threshold_uncertainty_score":0.05672979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566307105680588,"score_gpt":0.359472634092064,"score_spread":0.3028419235240052,"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."}}