{"id":"W32675265","doi":"10.1155/2005/672501","title":"Epidemiology of Community‐Acquired Pneumonia in Edmonton, Alberta: An Emergency Department‐Based Study","year":2005,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Emergency department; Intensive care unit; Pneumonia; Epidemiology; Community-acquired pneumonia; Emergency medicine; Age groups; Pediatrics; Demography; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002057594,0.0002664855,0.0006771455,0.001074627,0.0005083769,0.000006676491,0.0003088297,0.0002137571,0.0006323773],"category_scores_gemma":[0.0006726285,0.0002451402,0.0001879265,0.0004856967,0.0001170079,0.0002277389,0.0000207096,0.0008908556,0.00003886059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007317195,"about_ca_system_score_gemma":0.001846435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02309586,"about_ca_topic_score_gemma":0.7775577,"domain_scores_codex":[0.9957916,0.00185894,0.001239239,0.0002090661,0.0002059359,0.0006952229],"domain_scores_gemma":[0.9970655,0.0001922065,0.0003413942,0.0006694278,0.0002491711,0.001482343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005071699,0.0009420944,0.9911355,0.00001807238,0.00008240326,0.0001616596,0.0007599219,0.0004718678,0.003093767,0.00004465396,0.0006193459,0.002619964],"study_design_scores_gemma":[0.002024002,0.001993616,0.9535114,0.00004525269,0.00008942823,0.0001487034,0.0008595902,0.00008846365,0.0001030129,0.00005048372,0.04087829,0.0002077474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995507,0.0005092214,0.0000181065,0.001673903,0.0003373541,0.0005099434,0.00001686816,0.00001709543,0.001410534],"genre_scores_gemma":[0.9937952,0.00001004732,0.00003690609,0.00559161,0.0003471026,0.00003568855,0.000008323943,0.00003788862,0.0001372469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7544618,"threshold_uncertainty_score":0.9996526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06795424641013979,"score_gpt":0.3505561052988654,"score_spread":0.2826018588887256,"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."}}