{"id":"W2145320611","doi":"10.1183/09031936.00053506","title":"Basic mechanisms of development of airway structural changes in asthma: Fig. 1—","year":2007,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Airway; Hyperplasia; Fibrosis; Inflammation; Asthma; Metaplasia; Respiratory epithelium; Muscle hypertrophy; Extracellular matrix; Airway hyperresponsiveness; Epithelium; Medicine; Pathology; Immunology; Cell biology; Biology; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.002166695,0.0005908954,0.002220892,0.001330385,0.0001146228,0.00001985614,0.0004615735,0.0002143297,0.0005174212],"category_scores_gemma":[0.0001660472,0.0004213648,0.0006253744,0.0005523592,0.0001540661,0.00007007441,0.0001705562,0.001090771,0.00005981742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184096,"about_ca_system_score_gemma":0.001743755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.132906e-7,"about_ca_topic_score_gemma":0.000007455741,"domain_scores_codex":[0.9952251,0.0008485289,0.002173974,0.0004133611,0.0008352709,0.0005037209],"domain_scores_gemma":[0.9970288,0.00009634791,0.001712612,0.0004615178,0.0002583379,0.0004423897],"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":[0.0000716838,0.0001021268,0.00006970415,0.008189064,0.0001470382,0.001260779,0.0001812916,9.616039e-7,0.0001153132,0.00003312838,0.0002075964,0.9896213],"study_design_scores_gemma":[0.000991579,0.000575566,0.001605265,0.0232086,0.0002517981,0.0004216094,0.0001184935,3.226291e-7,0.0004503088,0.000005993928,0.9720022,0.00036827],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003193347,0.9933636,0.0001902211,0.00000582417,0.0004074768,0.0005346558,0.00003073225,0.00002262169,0.002251581],"genre_scores_gemma":[0.001580414,0.9923626,0.003324913,0.0004292201,0.001414074,0.00001124409,0.00004111332,0.0003572788,0.0004791668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989253,"threshold_uncertainty_score":0.9998238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06071646942193227,"score_gpt":0.3315501711473954,"score_spread":0.2708337017254631,"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."}}