{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005257436,0.000346643,0.001401523,0.0001295734,0.00004881071,0.000006086327,0.0001427324,0.000230116,0.0009478945],"category_scores_gemma":[0.0000315197,0.000247952,0.0005012029,0.0002107809,0.00006078107,0.00002270925,0.00009393608,0.0002117939,0.0005485407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000784795,"about_ca_system_score_gemma":0.001495676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005249296,"about_ca_topic_score_gemma":0.000003751123,"domain_scores_codex":[0.9983998,0.00006907959,0.0006266166,0.0003716422,0.0003247445,0.0002081305],"domain_scores_gemma":[0.99901,0.00004017882,0.0003065927,0.0002813283,0.00009380476,0.0002680483],"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":[0.00003789815,0.0001669811,0.000003391587,0.01066828,0.0004006824,0.0001694905,0.00006372463,1.853199e-7,0.000009397436,0.00002096564,0.005133023,0.983326],"study_design_scores_gemma":[0.0005667612,0.0001774328,0.0000665467,0.003508329,0.0003212071,0.00002713448,0.00001589271,5.387251e-7,0.00005204966,0.000001401263,0.9950407,0.0002219764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003792996,0.996325,0.00006569102,0.00002910566,0.0002720061,0.0004423869,0.0000354316,0.00004728773,0.002745198],"genre_scores_gemma":[0.00002877384,0.9952255,0.0004416836,0.0001885913,0.0004776182,0.00006477696,0.0001998119,0.00006687341,0.003306404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899077,"threshold_uncertainty_score":0.9999973,"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."}}