{"id":"W4413955704","doi":"10.29390/001c.143315","title":"The feasibility of using electrical impedance tomography to guide positive pressure airway clearance in children with cystic fibrosis and tracheobronchomalacia","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tracheobronchomalacia; Cystic fibrosis; Electrical impedance tomography; Medicine; Airway; Computed tomography; Tomography; Radiology; Cardiology; Internal medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003564895,0.0002891799,0.0002428644,0.000263935,0.0001873792,0.0004521891,0.0003035942,0.0003782351,0.00113397],"category_scores_gemma":[0.01816944,0.000177551,0.0002750915,0.0001537728,0.0005585047,0.000586771,0.0005262172,0.0004433482,0.0002052539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614291,"about_ca_system_score_gemma":0.0008024391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417304,"about_ca_topic_score_gemma":0.004402223,"domain_scores_codex":[0.9971663,0.001502452,0.0002194482,0.0001900822,0.000721967,0.0001996247],"domain_scores_gemma":[0.991407,0.004866792,0.002102959,0.0002427258,0.001008508,0.000372042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009461717,0.0002489591,0.9424314,0.0002220268,0.00004194443,0.0004845299,0.001278942,0.0002889221,0.005280176,0.00005031307,0.0002481456,0.04847848],"study_design_scores_gemma":[0.00006626578,0.004114842,0.9888653,0.00008313676,0.00003786344,0.00164587,0.0009651182,0.001009493,0.002351523,0.0000327773,0.0008108797,0.00001701882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976761,0.0003508159,0.001058198,0.0001371916,0.000007376017,0.00005749675,0.000035605,0.00001207928,0.0006651626],"genre_scores_gemma":[0.9977491,0.0001447743,0.001905971,0.00002539405,0.000006814768,0.00003783462,0.00003196326,0.000002569825,0.00009565519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003564895,"threshold_uncertainty_score":0.01885319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439102737605965,"score_gpt":0.2830367902465546,"score_spread":0.268645762870495,"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."}}