{"id":"W4392939238","doi":"10.1101/2024.03.18.24304476","title":"Burden of Disease of Respiratory Syncytial Virus in Older Adults and Adults Considered at High Risk of Severe Infection","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Manitoba; Public Health Agency of Canada; University of British Columbia","funders":"Health Canada","keywords":"Medicine; Respiratory system; Disease; Virus; Coronavirus disease 2019 (COVID-19); Virology; Intensive care medicine; Pediatrics; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002781527,0.0005648873,0.002841126,0.009269099,0.0004240173,0.001865202,0.0007030007,0.0007429807,0.001526269],"category_scores_gemma":[0.01441389,0.0004066915,0.003196078,0.01078843,0.0005289952,0.0007032198,0.0008380983,0.000637474,0.00009012419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006263164,"about_ca_system_score_gemma":0.01537291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3059896,"about_ca_topic_score_gemma":0.4454802,"domain_scores_codex":[0.997008,0.0005242548,0.0009659512,0.0003885675,0.0009397762,0.000173517],"domain_scores_gemma":[0.9906481,0.00402859,0.002728291,0.0001176402,0.002158953,0.0003182878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004298232,0.00003346424,0.08566158,0.7022349,0.02399321,0.0003301317,0.0007127565,0.000504924,0.0005485184,0.0009348448,0.01003535,0.1745804],"study_design_scores_gemma":[0.0002715909,0.0002768831,0.3641755,0.5087159,0.06217942,0.001414351,0.00127623,0.0004058662,0.0004166541,0.0008941733,0.05986169,0.0001118374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003893172,0.9931647,0.00003964205,0.0004806981,0.00006095755,0.00003403652,0.001793171,0.000004029527,0.00052959],"genre_scores_gemma":[0.09669473,0.9007657,0.0004471308,0.0006549819,0.0001294472,0.00008169144,0.001105152,0.000003096158,0.0001180867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3059896,"threshold_uncertainty_score":0.6084172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314094685104676,"score_gpt":0.3197817659224077,"score_spread":0.2966408190713609,"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."}}