{"id":"W2546729200","doi":"10.1016/j.chest.2016.10.038","title":"An Update on Lymphocyte Subtypes in Asthma and Airway Disease","year":2016,"lang":"en","type":"review","venue":"CHEST Journal","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Immunology; Medicine; Asthma; Disease; Immune system; Pathophysiology of asthma; Inflammation; Pathogenesis; Airway; Allergy; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004588643,0.000441846,0.001052468,0.000316678,0.0002268416,0.00005837141,0.0003753355,0.0004824346,0.0003475095],"category_scores_gemma":[0.0001044098,0.0002819429,0.0002318243,0.0001159697,0.0001993294,0.0001651893,0.00006219275,0.0007890267,0.001398611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908619,"about_ca_system_score_gemma":0.0007859081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003775844,"about_ca_topic_score_gemma":0.000008658951,"domain_scores_codex":[0.9979697,0.000514419,0.0005485342,0.0004073732,0.00004887689,0.0005111155],"domain_scores_gemma":[0.9989627,0.0001160984,0.0003587652,0.0003583239,0.00004864046,0.0001554577],"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":[0.0001289732,0.000121606,0.00003889849,0.001515644,0.0001154071,0.0002067224,0.00007232672,1.047408e-7,0.00005883458,0.0002423361,0.001061792,0.9964374],"study_design_scores_gemma":[0.0009330983,0.0001761428,0.0002346228,0.006821855,0.0001118229,0.0008081741,0.00001123089,9.727258e-8,0.00004346531,0.0001244225,0.9903794,0.0003556984],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000839523,0.9962717,0.00001534815,0.00003785558,0.001085736,0.0001810125,0.000922995,0.00002613329,0.0006196975],"genre_scores_gemma":[0.0006183492,0.997749,0.00001786781,0.00009520047,0.0003785069,0.00001333572,0.000158868,0.00004974004,0.000919162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9960817,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328378145577061,"score_gpt":0.2852626923973682,"score_spread":0.2619789109415976,"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."}}