{"id":"W3044215967","doi":"10.1093/jpids/piaa077","title":"Risk of Repeated Admissions for Respiratory Syncytial Virus in a Cohort of >10 000 Hospitalized Children","year":2020,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Respiratory viral infections research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Women and Children's Health Research Institute","keywords":"Medicine; Bronchiolitis; Pediatrics; Incidence (geometry); Pneumonia; Retrospective cohort study; Cohort; Pneumovirus; Respiratory tract infections; Acute Bronchiolitis; Pneumovirinae; Respiratory system; Virus; Internal medicine; Paramyxoviridae; Viral disease; Immunology","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":[0.0002810589,0.0003522968,0.0002577849,0.0008674709,0.000812244,0.0007747687,0.0006787246,0.0004105759,0.0008727238],"category_scores_gemma":[0.001047157,0.0003500591,0.0004208183,0.001061434,0.0004276804,0.0003053812,0.0004380034,0.0006982623,0.0001034648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00422836,"about_ca_system_score_gemma":0.003259889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6012175,"about_ca_topic_score_gemma":0.6355495,"domain_scores_codex":[0.9995112,0.00003058558,0.00002668838,0.00007191921,0.000192253,0.0001672644],"domain_scores_gemma":[0.9991052,0.00005202791,0.0003865816,0.00002399577,0.0001528227,0.0002794339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001377543,0.000008228931,0.9993498,0.000002724066,0.0000124268,0.00007666219,0.00005009007,0.00003880507,0.0000471251,0.000005819575,0.00009376218,0.0003008114],"study_design_scores_gemma":[0.00000173248,0.00002345411,0.9993694,0.000005242501,0.000007535837,0.0001699647,0.0002054621,0.0001167576,0.00002077246,0.000003040502,0.00007472684,0.000001929955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991257,0.0001474921,0.00002082357,0.00004158509,0.000004697968,0.00000509545,0.0004150189,0.000004575339,0.0002350996],"genre_scores_gemma":[0.9992412,0.0001141711,0.00004051934,0.00001942226,0.000006362496,0.000004110503,0.0004662499,0.000001484814,0.0001065837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6012175,"threshold_uncertainty_score":0.802262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031771275396325,"score_gpt":0.3187315573773795,"score_spread":0.2984138446234162,"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."}}