{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004294886,0.000307026,0.0002656127,0.0003481479,0.0002370184,0.0002359499,0.0002367174,0.0004258424,0.0009210377],"category_scores_gemma":[0.0003940465,0.0001522702,0.0001975055,0.000165929,0.0004427031,0.0002371061,0.0003916751,0.0003585101,0.00016179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519239,"about_ca_system_score_gemma":0.000117838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114402,"about_ca_topic_score_gemma":0.0003645656,"domain_scores_codex":[0.9997759,0.00007671573,0.000019777,0.00004289365,0.00005240981,0.00003223284],"domain_scores_gemma":[0.9996222,0.00006584428,0.0001905393,0.00003088064,0.0000345557,0.00005592375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004165372,0.0003413024,0.3227803,0.00128422,0.0001759547,0.007552363,0.0006399407,0.0003105881,0.6307791,0.0005687497,0.0004009741,0.03100117],"study_design_scores_gemma":[0.00003445279,0.0009910761,0.9797443,0.00006681299,0.00008923198,0.007846816,0.0001734555,0.0003225741,0.00919085,0.0003302228,0.00120205,0.000008238521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805383,0.01720721,0.0005810042,0.0001033665,0.00003166005,0.00003130338,0.00008608409,0.00001992559,0.001401096],"genre_scores_gemma":[0.9968103,0.002347557,0.0002773672,0.0000286051,0.00005914714,0.0000142269,0.00009783115,0.000001994437,0.0003630567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009210377,"threshold_uncertainty_score":0.003081203,"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."}}