{"id":"W2574881272","doi":"10.1017/s095026881600323x","title":"Epidemiology of parainfluenza infection in England and Wales, 1998–2013: any evidence of change?","year":2017,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Human Parainfluenza Virus; Quarter (Canadian coin); Medicine; Serotype; Respiratory tract infections; Pediatrics; Demography; Virology; Respiratory system; Virus; Internal medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002520292,0.000236849,0.0006421651,0.001688547,0.0003183372,0.001331017,0.000693815,0.0006882432,0.001933449],"category_scores_gemma":[0.005357944,0.0005048917,0.0007868962,0.003151686,0.0007029558,0.001726796,0.0009838932,0.0007526678,0.0005163318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072893,"about_ca_system_score_gemma":0.002909141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1491816,"about_ca_topic_score_gemma":0.1717347,"domain_scores_codex":[0.9981698,0.0003863722,0.0004637192,0.0003429165,0.0002576439,0.0003796156],"domain_scores_gemma":[0.9957128,0.0004870252,0.001899017,0.0001984451,0.001272844,0.0004299171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001830448,0.00002958535,0.9768202,0.0009476992,0.0001320007,0.0004249444,0.001615151,0.00009944943,0.0004307483,0.0001883328,0.00228759,0.01684122],"study_design_scores_gemma":[0.000004736094,0.00006408506,0.9956513,0.0002613567,0.00002140613,0.0003004026,0.00113346,0.00007545818,0.00002741691,0.00002056559,0.002431832,0.000007967552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96066,0.02470195,0.0005437813,0.006307267,0.0002306656,0.00008159968,0.005117288,0.00002645644,0.002331102],"genre_scores_gemma":[0.9782209,0.01384993,0.0008782698,0.001717474,0.000187674,0.0001221144,0.004022652,0.00001537677,0.0009857571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491816,"threshold_uncertainty_score":0.2966267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3489430878403436,"score_gpt":0.4832753909002351,"score_spread":0.1343323030598915,"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."}}