{"id":"W2417381154","doi":"10.1017/s1481803500012744","title":"Variations in the management of pneumonia in pediatric emergency departments: compliance with the guidelines","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Children’s Health Research Institute; Children's Hospital of Western Ontario; London Health Sciences Centre","funders":"Canadian Institutes of Health Research; Children's Health Research Institute; GlaxoSmithKline","keywords":"Medicine; Pneumonia; Etiology; Confidence interval; Emergency department; Intensive care medicine; Pediatrics; Medical prescription; Community-acquired pneumonia; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02186456,0.0002306366,0.0006069182,0.001445593,0.001331554,0.00199911,0.001619442,0.002113408,0.0007943506],"category_scores_gemma":[0.1054304,0.000341023,0.0006630714,0.002648652,0.0008399016,0.001598953,0.001804234,0.003772145,0.0001528626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00476861,"about_ca_system_score_gemma":0.01163618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02080215,"about_ca_topic_score_gemma":0.04244495,"domain_scores_codex":[0.9596459,0.01364535,0.0126205,0.001465456,0.01071089,0.001911922],"domain_scores_gemma":[0.9114783,0.03231782,0.02321832,0.003062608,0.02121907,0.008704015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003326995,0.0007217794,0.6572564,0.0009579434,0.0002846403,0.001881191,0.006167627,0.002560957,0.0008564279,0.001980449,0.04101323,0.2859866],"study_design_scores_gemma":[0.0001075326,0.0006418211,0.9405104,0.004299978,0.0001727865,0.00287218,0.00638782,0.002864064,0.000902329,0.001574274,0.03954778,0.0001191144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6518854,0.03395088,0.007482264,0.2666214,0.003694089,0.0008398964,0.0009952518,0.0002861505,0.03424459],"genre_scores_gemma":[0.965252,0.007260508,0.01192029,0.01334273,0.0008513514,0.0003069045,0.0003920964,0.0000945275,0.0005794821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02186456,"threshold_uncertainty_score":0.1156322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06519451849935264,"score_gpt":0.3307508505489502,"score_spread":0.2655563320495976,"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."}}