{"id":"W2297866781","doi":"10.1155/2007/451417","title":"Admission is not Always Necessary for Patients with Community‐Acquired Pneumonia in Risk Classes IV and V Diagnosed in the Emergency Room","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Pfizer Canada; Pfizer; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; Abbott Canada; Capital Health","keywords":"Medicine; Chest radiograph; Pneumonia; Emergency department; Observational study; Community-acquired pneumonia; Ambulatory; White blood cell; Emergency medicine; Chest pain; Altered Mental Status; Prospective cohort study; Pediatrics; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001834901,0.0002019875,0.0004105766,0.0002842612,0.0009285277,0.0006341264,0.0003523934,0.0007026229,0.002740814],"category_scores_gemma":[0.00301508,0.0001689094,0.0003053108,0.0004194757,0.0004058482,0.00035072,0.0003128233,0.000675293,0.0002406431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007117823,"about_ca_system_score_gemma":0.001732937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425036,"about_ca_topic_score_gemma":0.03261601,"domain_scores_codex":[0.9995025,0.00007228631,0.00004246884,0.00005763882,0.0001320643,0.0001931258],"domain_scores_gemma":[0.9977627,0.0002838227,0.001172659,0.00004070995,0.0001315124,0.000608534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001949871,0.00007936028,0.9902201,0.00003615639,0.00002395377,0.001050501,0.000122095,0.000077064,0.0003676299,0.0000332667,0.0008833776,0.006911603],"study_design_scores_gemma":[0.00002641427,0.000281099,0.995297,0.00006132069,0.00003094527,0.002636133,0.000827733,0.0002274701,0.0001190245,0.0001137848,0.0003694968,0.000009628038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972796,0.0005724466,0.00009859202,0.0005408967,0.00003856462,0.0000170198,0.00007224175,0.00001308588,0.001367608],"genre_scores_gemma":[0.9993902,0.0001506051,0.000104823,0.00013674,0.00003645234,0.000004840269,0.00009107537,0.000001364749,0.00008390864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425036,"threshold_uncertainty_score":0.02833486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581304516271067,"score_gpt":0.2856606637976373,"score_spread":0.2598476186349267,"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."}}