{"id":"W3211054105","doi":"10.1016/j.arbres.2021.10.007","title":"The Role of Viral Infections on Severe Asthma Exacerbations: Present and Future","year":2021,"lang":"es","type":"editorial","venue":"Archivos de Bronconeumología","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Asthma; Intensive care medicine; Asthma exacerbations; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002884508,0.0005203894,0.0007315868,0.0001834812,0.0006703304,0.00009657074,0.0003035474,0.0006206156,0.0001158927],"category_scores_gemma":[0.0006301581,0.0003734252,0.0003641809,0.0001904094,0.0007912131,0.00007670355,0.0002881892,0.001358325,0.00003280894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390175,"about_ca_system_score_gemma":0.001666215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453175,"about_ca_topic_score_gemma":0.00003541629,"domain_scores_codex":[0.996621,0.0007824791,0.0006567834,0.0006567525,0.0006769778,0.0006060078],"domain_scores_gemma":[0.9954696,0.002699823,0.000397746,0.0008258671,0.0002308566,0.0003761487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001679436,0.002046941,0.02194369,0.001119162,0.001457811,0.0003330746,0.001893603,0.0001974292,0.003108247,0.007368265,0.4536731,0.5051792],"study_design_scores_gemma":[0.001189284,0.001851523,0.02468514,0.0005456081,0.0003059739,0.00009247589,0.001589483,0.00008932872,0.0003107208,0.001086236,0.9679189,0.0003352751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.4497501,0.1256623,0.00004730679,0.007157447,0.3728612,0.003976013,0.00250197,0.0003024737,0.03774114],"genre_scores_gemma":[0.1759976,0.02128296,0.00009926314,0.0002682513,0.7974708,0.000332101,0.0005750475,0.0001576655,0.003816313],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5142459,"threshold_uncertainty_score":0.9998718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004242647130914114,"score_gpt":0.2490004903850418,"score_spread":0.2447578432541277,"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."}}