{"id":"W4398167109","doi":"10.1152/physiol.2024.39.s1.455","title":"Large conducting airway luminal area is not different after initiating cystic fibrosis transmembrane conductance regulatory modulator therapy","year":2024,"lang":"en","type":"article","venue":"Physiology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cystic fibrosis transmembrane conductance regulator; Cystic fibrosis; Airway; Medicine; Transmembrane protein; Conductance; Neuroscience; Biology; Internal medicine; Physics; Anesthesia; Receptor","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":[0.0004302135,0.0001658206,0.0005500988,0.0002899424,0.0003579603,0.0005059528,0.0001839366,0.0005968584,0.001729982],"category_scores_gemma":[0.002359238,0.0001100327,0.0003973125,0.000252597,0.0004218686,0.0003708546,0.0002464708,0.0006254346,0.0002588725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003336314,"about_ca_system_score_gemma":0.000250878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006099266,"about_ca_topic_score_gemma":0.0006762662,"domain_scores_codex":[0.9995304,0.00007643154,0.00003556052,0.00009780266,0.0001129516,0.0001468553],"domain_scores_gemma":[0.9961972,0.001132365,0.00141269,0.0001536588,0.0002539241,0.000850127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006333871,0.0005209558,0.9636864,0.00003139026,0.0001052986,0.001641062,0.0002088663,0.0001436601,0.01360832,0.00004941414,0.0001417426,0.01352898],"study_design_scores_gemma":[0.00003154374,0.002759563,0.9948618,0.000004247478,0.00004542696,0.001041802,0.00009398979,0.00008806809,0.0008406218,0.0000202378,0.0002063803,0.000006316308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993014,0.0001962932,0.00004218712,0.0000146089,0.000004770715,0.000006142906,0.00004202361,0.000003561064,0.0003889078],"genre_scores_gemma":[0.9996495,0.00003558161,0.00003773592,0.00001933041,0.00001173006,0.000005498113,0.0001350113,0.000001307897,0.0001042256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001729982,"threshold_uncertainty_score":0.005787432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564845464070376,"score_gpt":0.2888374767871204,"score_spread":0.2531890221464166,"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."}}