{"id":"W4404098278","doi":"10.1183/13993003.congress-2024.pa3383","title":"Missing airways, ventilation defects and conductive airway physiology in asthma.","year":2024,"lang":"en","type":"article","venue":"","topic":"Medical research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Paul's Hospital","funders":"","keywords":"Airway; Asthma; Ventilation (architecture); Medicine; Intensive care medicine; Anesthesia; Internal medicine; Engineering; Mechanical engineering","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":[0.0006205915,0.000362189,0.0002137817,0.000301501,0.0001825185,0.0003950203,0.0003756414,0.0005543444,0.002241194],"category_scores_gemma":[0.001211241,0.0001538731,0.0001938762,0.0002777035,0.0004063826,0.0003190773,0.0003279621,0.0006241133,0.0002929391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372036,"about_ca_system_score_gemma":0.0001757617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006744289,"about_ca_topic_score_gemma":0.001062152,"domain_scores_codex":[0.9998724,0.00003519391,0.00001614776,0.00003244683,0.0000262154,0.000017611],"domain_scores_gemma":[0.9989761,0.0003220923,0.0004653019,0.00005715917,0.00005040855,0.0001290039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001194855,0.0001173161,0.9722011,0.0001679273,0.00008747234,0.0008487859,0.00009317094,0.0003134325,0.009333209,0.0001714748,0.0008660002,0.01460525],"study_design_scores_gemma":[0.000009522315,0.0003161642,0.9958943,0.00001955411,0.0000472262,0.001578971,0.00007595172,0.0009409761,0.0006014502,0.0001905499,0.000320414,0.000004931319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944485,0.00299857,0.00074117,0.0006492835,0.00003752935,0.00001107247,0.0004275157,0.00001491279,0.0006714874],"genre_scores_gemma":[0.9983973,0.000388373,0.0004632529,0.00007574997,0.00009097898,0.000009215694,0.0003079673,0.000003309538,0.0002638481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002241194,"threshold_uncertainty_score":0.007497549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278873377778271,"score_gpt":0.3489673291010084,"score_spread":0.3210799913231813,"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."}}