{"id":"W2014693512","doi":"10.1002/ebch.543","title":"Cochrane Review: Rapid viral diagnosis for acute febrile respiratory illness in children in the Emergency Department","year":2010,"lang":"en","type":"article","venue":"Evidence-Based Child Health A Cochrane Review Journal","topic":"Respiratory viral infections research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; BC Children's Hospital; Alberta Health Services; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Cochrane Library; MEDLINE; Emergency department; Randomized controlled trial; Pediatrics; Respiratory tract infections; Antibiotics; Emergency medicine; Intensive care medicine; Internal medicine; Respiratory system","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":[0.004846023,0.002181137,0.01159647,0.008298322,0.000766577,0.003219271,0.002717694,0.002675064,0.01623414],"category_scores_gemma":[0.02869026,0.001168641,0.006312584,0.01062963,0.0009805444,0.002939538,0.001307706,0.002371134,0.0009947995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005720236,"about_ca_system_score_gemma":0.01222476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096955,"about_ca_topic_score_gemma":0.01752089,"domain_scores_codex":[0.9953393,0.001936947,0.001255087,0.0003272964,0.0009806684,0.0001606701],"domain_scores_gemma":[0.9838786,0.01081851,0.003543,0.0001827869,0.001275968,0.0003010969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004783194,0.00001842206,0.0002133516,0.9589412,0.004366624,0.00009861058,0.00008246014,0.0001120844,0.00008107672,0.0002376271,0.005586822,0.02978345],"study_design_scores_gemma":[0.002282378,0.0004271876,0.003787942,0.9022823,0.0514414,0.0005707571,0.0002049983,0.0002038574,0.0002403987,0.0005881565,0.03790886,0.00006178284],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007409619,0.995275,0.0001946508,0.0005209029,0.0002894726,0.001174903,0.0005283463,0.00003852908,0.00123712],"genre_scores_gemma":[0.01080973,0.9834815,0.001198684,0.001032989,0.0001866254,0.002263279,0.0003005583,0.00001406142,0.0007125355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01623414,"threshold_uncertainty_score":0.05430859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367977025668869,"score_gpt":0.4427690659205387,"score_spread":0.38908929566385,"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."}}