{"id":"W2116117562","doi":"10.1086/379076","title":"Pneumonia in Older Persons","year":2003,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pneumonia; Intensive care medicine; Population; Observational study; Pneumococcal vaccine; Pneumococcal pneumonia; Randomized controlled trial; Clinical trial; Pediatrics; Internal medicine; Streptococcus pneumoniae; Environmental health; Antibiotics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003186554,0.0005983686,0.003134385,0.0005112271,0.000139973,0.00004747735,0.0001388575,0.0008561804,0.0004745515],"category_scores_gemma":[0.001027695,0.0004605394,0.002338762,0.0008470872,0.0003199683,0.0000703565,0.00006549299,0.001456601,0.0008429186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574097,"about_ca_system_score_gemma":0.001312533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000692814,"about_ca_topic_score_gemma":0.00002054949,"domain_scores_codex":[0.9961845,0.0006888657,0.001537297,0.000830786,0.0002390133,0.0005195814],"domain_scores_gemma":[0.9971882,0.0008821641,0.0003854911,0.0007576272,0.00007963284,0.0007068908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004507416,0.005212156,0.1579613,0.01389927,0.0006843546,0.0007441763,0.00001384973,8.9255e-7,2.597786e-7,0.0001182689,0.006100955,0.8152601],"study_design_scores_gemma":[0.0009859268,0.0003524005,0.02593314,0.007523722,0.00310442,0.000168013,0.000006732436,0.000001294644,1.199336e-8,0.00003953447,0.9614435,0.000441288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004914975,0.9890872,0.000006266655,0.00006840732,0.001603554,0.001473314,0.0001057638,0.0002804797,0.006883511],"genre_scores_gemma":[0.0004356033,0.995692,0.000001380786,0.001159765,0.0006547153,0.000394007,0.00009063572,0.0001129211,0.001458975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9553425,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09338161488079946,"score_gpt":0.4544549222958315,"score_spread":0.3610733074150321,"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."}}