{"id":"W3015716813","doi":"10.1093/cid/ciaa403","title":"Community-Based Antibiotic Prescribing Attributable to Respiratory Syncytial Virus and Other Common Respiratory Viruses in Young Children: A Population-Based Time-series Study of Scottish Children","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Public Health Ontario; University of Toronto","funders":"Sickkids Research Institute; National Institute for Health and Care Research","keywords":"Rhinovirus; Medicine; Human metapneumovirus; Antibiotics; Population; Human Parainfluenza Virus; Respiratory tract infections; Medical prescription; Pediatrics; Virus; Internal medicine; Virology; Respiratory system; Biology; Microbiology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002399901,0.0006089186,0.000557656,0.001442708,0.0005133584,0.0009162198,0.0008229716,0.000603846,0.001122623],"category_scores_gemma":[0.005200825,0.000493958,0.001990083,0.001813289,0.0006799534,0.0008275274,0.0009042498,0.0009486836,0.0002390674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761775,"about_ca_system_score_gemma":0.001360925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09970142,"about_ca_topic_score_gemma":0.07110602,"domain_scores_codex":[0.9983686,0.0004871748,0.0001980492,0.000285006,0.0003808848,0.0002803633],"domain_scores_gemma":[0.9951894,0.0009454914,0.002288276,0.0003592372,0.0006301356,0.000587423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002477769,0.0000230054,0.9991547,0.000006803904,0.00006417265,0.00008465969,0.000141277,0.00008711547,0.00004901615,0.000008252613,0.00004640097,0.0003097952],"study_design_scores_gemma":[0.000004752709,0.00009220378,0.998786,0.000005938095,0.00002698835,0.0001433903,0.0002864383,0.0005517671,0.00002102717,0.000008839251,0.00006694451,0.000005672278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993749,0.00005305458,0.00008351132,0.00002460441,0.000002453069,0.000007690023,0.0003867052,0.000003035162,0.00006400556],"genre_scores_gemma":[0.9992728,0.00006465573,0.000106595,0.00001932326,0.0000051532,0.00001105887,0.0004786449,0.000001976365,0.00003995655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09970142,"threshold_uncertainty_score":0.1982421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09793499605850622,"score_gpt":0.4005523179345045,"score_spread":0.3026173218759982,"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."}}