{"id":"W2112516075","doi":"10.1378/chest.12-3073","title":"Mechanisms of Airway Remodeling","year":2013,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":false,"ca_institutions":"Christie (Canada); McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Airway; Cystic fibrosis; Asthma; COPD; Inflammation; Fibrosis; Extracellular matrix; Lung; Respiratory epithelium; Immunology; Pathology; Internal medicine; Surgery; Biology; Cell biology","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":[0.0002314513,0.0002575272,0.001431884,0.0002017594,0.00006814609,0.0000221417,0.0001617816,0.0002532745,0.0007780531],"category_scores_gemma":[0.00009791114,0.0001562908,0.0008487015,0.0001220039,0.00004552798,0.00005485575,0.00003851038,0.0006560754,0.0001535261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007548034,"about_ca_system_score_gemma":0.0008379778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.323391e-7,"about_ca_topic_score_gemma":4.449559e-8,"domain_scores_codex":[0.9985174,0.00007047267,0.0007151673,0.0001564719,0.0003146926,0.0002258269],"domain_scores_gemma":[0.9986031,0.00004015874,0.0005844341,0.0002486282,0.0001759674,0.0003476811],"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":[0.00000369399,0.00005369458,6.177281e-7,0.01910865,0.00008921388,0.00007209239,0.000009007519,5.20528e-7,0.00001990162,0.00003832571,0.001163945,0.9794403],"study_design_scores_gemma":[0.0002151269,0.0001332987,0.000002568028,0.02805439,0.001172516,0.0014779,0.0000433222,0.000007989069,0.00002002269,0.0001263696,0.9686027,0.000143793],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006229974,0.9953966,0.002980224,0.0000235268,0.0003018865,0.000272327,0.000005996208,0.00001492802,0.0009983216],"genre_scores_gemma":[0.00001503408,0.9951984,0.002899349,0.00006930527,0.0005837982,0.000007888992,0.00000945552,0.00005352818,0.001163212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9792966,"threshold_uncertainty_score":0.8519136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899376476625894,"score_gpt":0.3430874700872207,"score_spread":0.2740937053209617,"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."}}