{"id":"W4313359072","doi":"10.4049/jimmunol.202.supp.119.1","title":"Combined immune and airway epithelial cell profiles define asthma severity phenotypes","year":2019,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Asthma; Immune system; Medicine; Immunology; Bronchoalveolar lavage; Context (archaeology); Population; Cohort; Internal medicine; Biology; 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":[0.0004261187,0.0002923127,0.0003389425,0.001126485,0.0002268566,0.0005453029,0.0001441835,0.0004038696,0.001558095],"category_scores_gemma":[0.0004714408,0.0001450541,0.0001935595,0.0005011783,0.0001991286,0.0001573423,0.0005071186,0.0004444876,0.000369787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007717068,"about_ca_system_score_gemma":0.00007591272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004350946,"about_ca_topic_score_gemma":0.0005431983,"domain_scores_codex":[0.9996825,0.00007890856,0.00002644064,0.00008082205,0.00007674428,0.00005450299],"domain_scores_gemma":[0.9997429,0.00005265828,0.00007645741,0.0000277135,0.00004690466,0.00005317448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000613172,0.0001048062,0.5433093,0.00005655742,0.00007614655,0.0001386532,0.000190158,0.0002165794,0.444413,0.0000751651,0.0002348317,0.01057166],"study_design_scores_gemma":[0.000004841404,0.0002045999,0.9913282,0.00000659291,0.00002573452,0.0003568513,0.0001401474,0.0008986082,0.006694662,0.00006655289,0.0002680146,0.000005257324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975193,0.0003194245,0.001201508,0.00002540361,0.000005551058,0.00002939634,0.000474048,0.00002183363,0.0004033982],"genre_scores_gemma":[0.9984801,0.00006094674,0.0008471698,0.00002720988,0.00001004089,0.00002308997,0.0003629988,0.00000431054,0.0001841138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001558095,"threshold_uncertainty_score":0.005212367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005634088383060085,"score_gpt":0.2193478666249536,"score_spread":0.2137137782418935,"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."}}