{"id":"W2474259425","doi":"10.1136/thoraxjnl-2016-209012","title":"Deciphering clinical phenotypes in acute viral lower respiratory tract infection: Bronchiolitis is not an island","year":2016,"lang":"en","type":"letter","venue":"Thorax","topic":"Respiratory viral infections research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Bronchiolitis; Medicine; Wheeze; Lower respiratory tract infection; Pediatrics; Disease; Respiratory tract; Respiratory tract infections; Intensive care medicine; Respiratory disease; Respiratory system; Pathology; Internal medicine; Lung","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":[0.003652646,0.0005164391,0.001461401,0.001655194,0.0008775352,0.003409566,0.00129318,0.001511451,0.003135135],"category_scores_gemma":[0.01095775,0.000443165,0.0006823767,0.001371109,0.001093228,0.00368192,0.002214639,0.003519418,0.002313185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000703904,"about_ca_system_score_gemma":0.001212948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003573308,"about_ca_topic_score_gemma":0.004091119,"domain_scores_codex":[0.9976735,0.0007025714,0.0003734927,0.0004063461,0.0004704662,0.0003737322],"domain_scores_gemma":[0.9939066,0.001719312,0.001044639,0.0005179258,0.001749923,0.001061697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007895815,0.0001950311,0.7601415,0.001661726,0.0002806785,0.004666572,0.00246956,0.0003616531,0.01101364,0.002672458,0.02926396,0.1864837],"study_design_scores_gemma":[0.00005859561,0.0006137937,0.900054,0.004065845,0.0002079744,0.0211468,0.006633186,0.001301764,0.001901906,0.007773922,0.05612293,0.0001192817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7553995,0.1227908,0.01953519,0.06221754,0.004423814,0.0004455465,0.004132711,0.0006987482,0.03035608],"genre_scores_gemma":[0.9410967,0.02519986,0.01208701,0.01214533,0.003792655,0.0001887318,0.002867964,0.0002206703,0.002401127],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003652646,"threshold_uncertainty_score":0.01931727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013430122445373,"score_gpt":0.4351511960624356,"score_spread":0.3338081838178983,"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."}}