{"id":"W4365447373","doi":"10.1093/ofid/ofad203","title":"Respiratory Syncytial Virus–Related Complications and Healthcare Costs Among a Medicare-Insured Population in the United States","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Johnson and Johnson; Janssen Scientific Affairs","keywords":"Medicine; Complication; Pneumonia; Chest radiograph; Population; Internal medicine; Comorbidity; Respiratory failure; Pediatrics; Intensive care medicine; Lung","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":[0.0004368848,0.0001830366,0.0002415953,0.00125302,0.0003127938,0.0004919917,0.0002388795,0.0003334227,0.001457161],"category_scores_gemma":[0.001465881,0.0001392189,0.0003315459,0.001460592,0.0001612013,0.000400048,0.0004736527,0.0003305867,0.0001138828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005608658,"about_ca_system_score_gemma":0.0004916377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290093,"about_ca_topic_score_gemma":0.02099274,"domain_scores_codex":[0.9996599,0.00007714789,0.00006651286,0.00006295221,0.00007239139,0.00006115071],"domain_scores_gemma":[0.9987325,0.0001503829,0.0007510392,0.00003384652,0.0001188836,0.0002133095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001735328,0.0000229834,0.9986975,0.00001143449,0.00003969287,0.00002429757,0.00002571715,0.00003207475,0.00002706795,0.000009926359,0.0002098345,0.00088198],"study_design_scores_gemma":[0.000002606694,0.00002128302,0.999549,0.00001493558,0.0000148683,0.00005925814,0.00008003744,0.00009939537,0.00001109404,0.000008438999,0.0001376956,0.000001324254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965373,0.0008282797,0.0000273123,0.0001342154,0.000006395735,0.000008655137,0.002094741,0.000003505399,0.0003595514],"genre_scores_gemma":[0.9983672,0.0003466361,0.00004598117,0.0000895622,0.00001938419,0.00001088448,0.001048591,6.686139e-7,0.0000710093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290093,"threshold_uncertainty_score":0.04553527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04413846393023177,"score_gpt":0.3919030315868107,"score_spread":0.3477645676565789,"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."}}