{"id":"W2139033059","doi":"10.1136/emj.20.6.521","title":"Utility of blood cultures in the management of adults with community acquired pneumonia discharged from the emergency department","year":2003,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Emergency department; Community-acquired pneumonia; Ambulatory; Pneumonia; Blood culture; Emergency medicine; Antibiotics; Intensive care medicine; Internal medicine; Psychiatry","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":[0.001424261,0.0002275362,0.0002812674,0.0005440354,0.0001860958,0.0004306936,0.000202762,0.0003743455,0.0005591319],"category_scores_gemma":[0.0206601,0.0001076893,0.000127311,0.0003520628,0.0002057302,0.0003742447,0.0002390891,0.0004794702,0.0001113819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273597,"about_ca_system_score_gemma":0.0003800825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000999937,"about_ca_topic_score_gemma":0.001752217,"domain_scores_codex":[0.9985511,0.0009047024,0.0001546185,0.00007096023,0.0002534025,0.00006522187],"domain_scores_gemma":[0.990081,0.005495077,0.002204354,0.0001712712,0.001169803,0.000878458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094319,0.0001585299,0.9590048,0.00008800027,0.0000418736,0.0004034142,0.0001161294,0.0002313813,0.0004356041,0.00002020941,0.0006668456,0.03773887],"study_design_scores_gemma":[0.0001085271,0.002350649,0.9865724,0.0002164862,0.0001134256,0.003042047,0.0005246336,0.004616962,0.001413665,0.00009777433,0.0009280659,0.00001537862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994321,0.003506989,0.0003362118,0.0006111522,0.0000389464,0.00001937799,0.00009744568,0.00001577123,0.001052983],"genre_scores_gemma":[0.998916,0.0004698936,0.0003527677,0.00008210818,0.00005858987,0.000005479715,0.00006439713,0.000001607793,0.00004919403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001424261,"threshold_uncertainty_score":0.007532358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321926690869413,"score_gpt":0.3281046339652525,"score_spread":0.2948853670565583,"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."}}