{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001038636,0.00005836138,0.0001162431,0.0001017649,0.00001919409,0.00001158421,0.00001278349,0.00004748226,0.000466476],"category_scores_gemma":[0.0001806652,0.00003960917,0.00002298315,0.0001294091,0.00006009884,0.00005820303,0.00001796589,0.0001338119,0.00008392077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004684419,"about_ca_system_score_gemma":0.0000874093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000421871,"about_ca_topic_score_gemma":0.00001593859,"domain_scores_codex":[0.9994212,0.00002971829,0.00008097757,0.0001806777,0.000126618,0.0001608483],"domain_scores_gemma":[0.999662,0.0001129387,0.000006111357,0.00006101721,0.00001638,0.0001415553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009472648,0.0006201132,0.01784376,0.001174377,0.0002546748,0.001712538,0.001230482,0.000002889996,0.340728,0.007786344,0.006122378,0.6215771],"study_design_scores_gemma":[0.007527357,0.003079818,0.8129261,0.002232101,0.0001209841,0.0002389615,0.0005897026,0.01529382,0.1071398,0.01622158,0.03424513,0.0003846466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887338,0.001992528,0.0002275181,0.0008916832,0.00007071193,0.0001873196,0.000001212655,0.00003586437,0.007859335],"genre_scores_gemma":[0.997591,0.0001094368,0.0003624876,0.0001118752,0.00003942354,0.000009552571,0.00001943987,0.000006455754,0.001750304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7950823,"threshold_uncertainty_score":0.5107586,"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."}}