{"id":"W2810180050","doi":"10.1111/resp.13360","title":"Inflammation‐dependent and independent airway remodelling in asthma","year":2018,"lang":"en","type":"article","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"National Medical Research Council; Medical Research Council; Health Canada; National Health and Medical Research Council; Medical Research Council Canada","keywords":"Basement membrane; Airway; Inflammation; Medicine; Extracellular matrix; Asthma; Mucus; Pathology; Lumen (anatomy); Thickening; Immunology; Internal medicine; Cell biology; Biology; Chemistry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002642991,0.000117868,0.000232921,0.0002256882,0.00006244741,0.000009682703,0.00005956584,0.0001639398,0.0001972335],"category_scores_gemma":[0.00009596008,0.00009964224,0.00003539284,0.0001103792,0.0001780547,0.00006144696,0.00006627301,0.0001766895,0.0001183988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004155013,"about_ca_system_score_gemma":0.00009255804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002311277,"about_ca_topic_score_gemma":0.0001311328,"domain_scores_codex":[0.998915,0.00008648587,0.0002775488,0.0002874907,0.0001723018,0.000261173],"domain_scores_gemma":[0.9994519,0.00004576418,0.00006236217,0.0002238879,0.00006772141,0.0001483556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003707839,0.000464406,0.4989685,0.0002591993,0.000110752,0.001409958,0.002513904,0.0004890062,0.07935689,0.003698991,0.0006524132,0.4083681],"study_design_scores_gemma":[0.007555903,0.003299246,0.8311252,0.000190179,0.00007120331,0.0005921271,0.0003543075,0.006887987,0.0161825,0.002112771,0.1311124,0.0005161837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932281,0.0005993677,0.0004516998,0.001051683,0.0001084501,0.0002224258,0.000001723301,0.00003874799,0.004297782],"genre_scores_gemma":[0.9977913,0.00005015544,0.0001976071,0.0007552463,0.0004792706,0.0000129139,0.000003833094,0.00001529611,0.000694375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4078519,"threshold_uncertainty_score":0.4063293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313887431216112,"score_gpt":0.2737239799728324,"score_spread":0.2605851056606713,"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."}}