{"id":"W2084261438","doi":"10.1159/000339550","title":"Pathogenesis of Small Airways in Asthma","year":2012,"lang":"en","type":"review","venue":"Respiration","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Asthma; Lung; Inflammation; Parenchyma; Pathogenesis; Airway; Respiratory tract; Pathology; Respiratory disease; Immunology; Respiratory system; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003030295,0.0002608465,0.00122464,0.000399847,0.00002220168,0.000006220705,0.00008514462,0.0003475911,0.0001156009],"category_scores_gemma":[0.00009361647,0.0001963757,0.0004189305,0.0003873487,0.00003914742,0.0000532656,0.00003342047,0.0001747446,0.000098913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015533,"about_ca_system_score_gemma":0.0004480149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009739304,"about_ca_topic_score_gemma":0.00001775406,"domain_scores_codex":[0.9983568,0.0002019707,0.0007448074,0.0002548003,0.0002209721,0.0002206192],"domain_scores_gemma":[0.9989796,0.00006407673,0.0003704043,0.0003789785,0.00007117019,0.0001357748],"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":[0.00001825519,0.0001615575,0.0003137057,0.01467351,0.00001857542,0.00001874643,0.000018286,9.190769e-7,0.00002504596,0.00004577291,0.000034533,0.9846711],"study_design_scores_gemma":[0.0002496258,0.0001799974,0.001821308,0.007046101,0.0004549888,0.0000156926,0.000006527894,0.000003609429,0.00001265343,0.000002358918,0.9900454,0.0001616998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004913246,0.9974598,0.0000623048,0.000007680322,0.0001072513,0.0007871366,0.00003086407,0.00002583066,0.001027751],"genre_scores_gemma":[0.0002232969,0.9985658,0.00016849,0.00005002299,0.0004291409,0.00009431268,0.0001471496,0.00005059229,0.0002711902],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900109,"threshold_uncertainty_score":0.8007967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091139838862962,"score_gpt":0.3338725868363996,"score_spread":0.25296118844777,"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."}}