{"id":"W3126944138","doi":"10.1016/j.chest.2020.09.090","title":"Regional Airway Heterogeneity in Asthma","year":2021,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Airway; Asthma; Lung; Pulmonary function testing; Radiology; Pathology; Cardiology; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00370236,0.0004538131,0.001466956,0.001000924,0.003713719,0.002935593,0.001626199,0.03649657,0.004749286],"category_scores_gemma":[0.0164765,0.0006750224,0.001141165,0.0007164013,0.003314492,0.002627343,0.002267482,0.02712505,0.00175743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004748043,"about_ca_system_score_gemma":0.002598397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006803586,"about_ca_topic_score_gemma":0.01553598,"domain_scores_codex":[0.9976785,0.0007719535,0.0003352505,0.0003742109,0.0004082815,0.000431811],"domain_scores_gemma":[0.9904704,0.006382503,0.0007010493,0.0003962525,0.0006987579,0.001351087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002256414,0.00006674554,0.008433341,0.0002321048,0.00007435118,0.03655402,0.0006759298,0.000205316,0.0006356889,0.01052865,0.9172255,0.02514271],"study_design_scores_gemma":[0.000776996,0.0003053497,0.02768232,0.002082455,0.0003257006,0.0619945,0.004414666,0.002229056,0.0006456391,0.07296666,0.8263828,0.0001939986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002350325,0.003910814,0.00009079991,0.9813198,0.007622017,0.00001010877,0.00002949481,0.00001239007,0.004654267],"genre_scores_gemma":[0.04711628,0.002900931,0.0003055546,0.8213114,0.1231169,0.00004315946,0.00004528726,0.00003574252,0.005124753],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03649657,"threshold_uncertainty_score":0.03444964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519270496531338,"score_gpt":0.3126662278913189,"score_spread":0.2674735229260056,"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."}}