{"id":"W2944487417","doi":"10.1093/infdis/jiz236","title":"Delayed Diagnosis of Respiratory Syncytial Virus Infections in Hospitalized Adults: Individual Patient Data, Record Review Analysis and Physician Survey in the United States","year":2019,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Janssen Pharmaceuticals","keywords":"Medicine; Pediatrics; Population; Respiratory system; Acute care; Emergency medicine; Intensive care medicine; Internal medicine; Health care","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":[0.002708245,0.0001511196,0.0004030829,0.001898544,0.0003314448,0.0009105284,0.0003750582,0.0003932144,0.0006602175],"category_scores_gemma":[0.0112864,0.0002321134,0.0003328882,0.003464237,0.0002614519,0.0006913692,0.0005851447,0.0004077587,0.0001251371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008719658,"about_ca_system_score_gemma":0.001168986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02057947,"about_ca_topic_score_gemma":0.03036248,"domain_scores_codex":[0.9969512,0.0009211589,0.0009580195,0.0004200598,0.0005979131,0.0001516515],"domain_scores_gemma":[0.9752285,0.006105856,0.01520699,0.0006346734,0.001926958,0.000896983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002392787,0.00001038958,0.9991145,0.00002517117,0.00002949264,0.00002526882,0.00006199969,0.00001437753,0.00002903631,0.000004721361,0.0001195389,0.0005415718],"study_design_scores_gemma":[0.000004269807,0.00003707442,0.9991985,0.00001715149,0.00001973794,0.0001516401,0.000244547,0.0001208972,0.00004217152,0.000004005959,0.0001578714,0.000002121873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995294,0.001094765,0.00009676322,0.0001391818,0.000006270086,0.00002424622,0.003029402,0.000007949137,0.0003073892],"genre_scores_gemma":[0.9976385,0.0004222998,0.0001761461,0.00008520119,0.00001271711,0.00001840254,0.00159534,0.000001395884,0.00005003377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057947,"threshold_uncertainty_score":0.04091936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011148695358623,"score_gpt":0.3483488759755548,"score_spread":0.3082373890219686,"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."}}