{"id":"W2807271402","doi":"10.1542/peds.2017-4105","title":"Respiratory Viruses and Treatment Failure in Children With Asthma Exacerbation","year":2018,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Respiratory viral infections research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Montreal Children's Hospital; Institut National de Santé Publique du Québec; Université de Montréal; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario; McGill University","funders":"Centre hospitalier universitaire Sainte-Justine","keywords":"Medicine; Rhinovirus; Exacerbation; Emergency department; Asthma; Confidence interval; Internal medicine; Respiratory failure; Respiratory tract infections; Prospective cohort study; Cohort study; Cohort; Respiratory system; Pediatrics","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":[0.001192177,0.0002801437,0.0005592649,0.0004568266,0.0002796375,0.0004610537,0.0003873461,0.0004757754,0.001190767],"category_scores_gemma":[0.00405051,0.0001841494,0.0009366142,0.0006203575,0.0002500174,0.0003055336,0.0004367414,0.0009449777,0.0001369466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004048223,"about_ca_system_score_gemma":0.0005048311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031169,"about_ca_topic_score_gemma":0.00254561,"domain_scores_codex":[0.9985139,0.000561238,0.0001350046,0.0002785185,0.0002963426,0.0002149695],"domain_scores_gemma":[0.9970255,0.0005875636,0.001850744,0.0001223379,0.000134746,0.0002791474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008472128,0.00001693574,0.9989436,0.00001081152,0.00004982621,0.00003169842,0.00001873958,0.00003186622,0.00004931809,0.000004824302,0.00004476871,0.0007129408],"study_design_scores_gemma":[0.00001088391,0.0001184925,0.9992981,0.00001081031,0.00002438807,0.0002884293,0.00003713053,0.0001018477,0.00003266464,0.000006786119,0.00006877571,0.000001682517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985731,0.0008415385,0.00006383727,0.00006558538,0.000005973151,0.000007982249,0.0002646006,0.000004663991,0.0001727307],"genre_scores_gemma":[0.9994561,0.0001233335,0.00005848909,0.00001896886,0.000009439867,0.00001032378,0.0002833635,0.000001946211,0.00003815054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0031169,"threshold_uncertainty_score":0.00630492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0382701992360256,"score_gpt":0.3331307605709679,"score_spread":0.2948605613349423,"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."}}