{"id":"W4392382194","doi":"10.1001/jamainternmed.2024.0037","title":"Clinical Outcomes of Rapid Respiratory Virus Testing in Emergency Departments","year":2024,"lang":"en","type":"review","venue":"JAMA Internal Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Sinai Health System; University of Alberta; Université de Montréal; University of British Columbia; McGill University","funders":"Cumming School of Medicine, University of Calgary; National Institute for Health and Care Research; McGill University Health Centre; McGill University","keywords":"Medicine; Relative risk; MEDLINE; Internal medicine; Randomized controlled trial; Emergency department; Meta-analysis; Confidence interval; Emergency medicine; Pediatrics","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":[0.0327092,0.001437683,0.00734216,0.004259331,0.0003163874,0.003207318,0.001384176,0.002108176,0.003141],"category_scores_gemma":[0.1651152,0.0008124816,0.01259495,0.004270531,0.0009143731,0.001905984,0.001459164,0.002382006,0.0002255455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311445,"about_ca_system_score_gemma":0.002775915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002811043,"about_ca_topic_score_gemma":0.002967832,"domain_scores_codex":[0.9442058,0.02875826,0.01645434,0.003669747,0.0062046,0.0007071743],"domain_scores_gemma":[0.8117562,0.1284441,0.04882625,0.002554382,0.007549223,0.0008697927],"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":[0.008113475,0.0001596218,0.05048994,0.6390065,0.2154873,0.0002082124,0.000316959,0.0009377297,0.0002490679,0.0005879932,0.003622777,0.08082034],"study_design_scores_gemma":[0.006992578,0.003123012,0.1262365,0.3780626,0.4668978,0.001035299,0.0005252445,0.001223765,0.0009378571,0.00297689,0.01176018,0.0002282833],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01358359,0.9813656,0.0005708981,0.001364891,0.0004271456,0.0003537263,0.00139491,0.00001584523,0.0009234513],"genre_scores_gemma":[0.5849047,0.4031476,0.003303454,0.003154687,0.001745136,0.00165864,0.001759171,0.00003336753,0.0002931909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0327092,"threshold_uncertainty_score":0.1729848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3260044732743834,"score_gpt":0.5492891067036766,"score_spread":0.2232846334292932,"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."}}