{"id":"W2142021039","doi":"10.1086/379723","title":"Increased Long-Term Mortality after an Episode of Community-Acquired Pneumonia--Time to Move beyond Descriptive Studies","year":2003,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pneumonia; Term (time); Community-acquired pneumonia; Intensive care medicine; Descriptive research; Pediatrics; Gerontology; Demography; Internal medicine; Statistics","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":[0.01033399,0.000384636,0.001491812,0.0007538706,0.002162932,0.003505856,0.001667668,0.01635701,0.003243983],"category_scores_gemma":[0.03645844,0.0004401181,0.0007267005,0.001618715,0.002422767,0.005679134,0.001344271,0.01317436,0.001349409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096036,"about_ca_system_score_gemma":0.002263021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197994,"about_ca_topic_score_gemma":0.01081714,"domain_scores_codex":[0.9958503,0.001767832,0.0008276924,0.0004880264,0.000781234,0.000284825],"domain_scores_gemma":[0.9438014,0.03528313,0.005094568,0.003034161,0.007296505,0.005490207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007136104,0.0002897785,0.1620363,0.0008936648,0.0003260089,0.009453693,0.002444968,0.0001614288,0.0007285384,0.008099956,0.7144232,0.1004289],"study_design_scores_gemma":[0.001126321,0.001036973,0.3463377,0.006627375,0.0009235802,0.04048779,0.01655971,0.001455002,0.0009373679,0.06775341,0.5162107,0.0005440452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01192461,0.006831866,0.0002830359,0.9699754,0.007469392,0.000009948054,0.0001819462,0.00003164942,0.003292121],"genre_scores_gemma":[0.1142039,0.009885853,0.001013702,0.7619159,0.1093309,0.00007105066,0.0002497801,0.00005504515,0.003274061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01635701,"threshold_uncertainty_score":0.05465198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0851851512649851,"score_gpt":0.3982544859911127,"score_spread":0.3130693347261276,"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."}}