{"id":"W3030890563","doi":"10.1111/all.14421","title":"Epithelial cell dysfunction, a major driver of asthma development","year":2020,"lang":"en","type":"review","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":315,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care Research Institute; Providence Health Care","funders":"","keywords":"Asthma; Epithelium; Respiratory epithelium; Airway; Immunology; Pathogenesis; Medicine; Epigenetics; Biology; Gene; Pathology; Genetics","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":[0.0003329678,0.0005489803,0.0009902886,0.001137445,0.0002251513,0.0007327945,0.0004453369,0.0008186935,0.004172601],"category_scores_gemma":[0.0003710588,0.0001706248,0.0004601387,0.001025284,0.0002582072,0.0005886853,0.0004982729,0.001169719,0.002106493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923601,"about_ca_system_score_gemma":0.0008443197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008156333,"about_ca_topic_score_gemma":0.001407418,"domain_scores_codex":[0.9998515,0.00002304701,0.00001726266,0.00003152947,0.00005534414,0.00002136066],"domain_scores_gemma":[0.999813,0.00007103608,0.00002618231,0.000006340537,0.00006106326,0.00002237171],"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":[0.00008756429,0.00004422262,0.0004924541,0.01989526,0.0001201876,0.0002430285,0.00004774519,0.0002630769,0.006897848,0.003052369,0.02724504,0.9416111],"study_design_scores_gemma":[0.00001297848,0.0001118283,0.002717842,0.003304094,0.0001990905,0.00168081,0.00006328276,0.000101288,0.001274559,0.001465944,0.9890518,0.0000165405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000221086,0.997905,0.0001184566,0.0003048401,0.0002071064,0.000003982797,0.00004292934,0.00001005577,0.001186594],"genre_scores_gemma":[0.001363431,0.9972925,0.0001169606,0.0001721332,0.0001232671,0.000004928832,0.00007989645,0.000001553608,0.0008454188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004172601,"threshold_uncertainty_score":0.01395869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034028238958574,"score_gpt":0.2719125100937568,"score_spread":0.2515722277041711,"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."}}