{"id":"W4367601088","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a4225","title":"Airway Disease Progression on Chest Computed Tomography in Children With Primary Ciliary Dyskinesia","year":2023,"lang":"en","type":"article","venue":"","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; BC Children's Hospital","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Insmed; National Institutes of Health; Yale University; Rare Diseases Clinical Research Network; Georgia Clinical and Translational Science Alliance; CHEST Foundation","keywords":"Primary ciliary dyskinesia; Airway; Computed tomography; Medicine; Dyskinesia; Disease; Radiology; Bronchiectasis; Internal medicine; Lung; 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":[0.0003510833,0.0004454818,0.0004427607,0.001338501,0.0005199966,0.0006734713,0.0003811533,0.000847508,0.001798175],"category_scores_gemma":[0.003104421,0.0002877018,0.0004315753,0.0008259609,0.0006082208,0.00091982,0.0005421436,0.0008899431,0.000212289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007685459,"about_ca_system_score_gemma":0.0007539159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229511,"about_ca_topic_score_gemma":0.01129921,"domain_scores_codex":[0.9995779,0.0000619109,0.00004689656,0.00006314318,0.00009745972,0.0001525676],"domain_scores_gemma":[0.9987934,0.0003118204,0.0004170423,0.00002424516,0.0001341979,0.0003192787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007911489,0.00003575928,0.9884951,0.00001486155,0.000009867726,0.008957644,0.0001898056,0.00006902734,0.0004353448,0.00002897483,0.0001677717,0.001516655],"study_design_scores_gemma":[0.000005109533,0.00009993973,0.9801272,0.00002913175,0.00001715232,0.01866039,0.0006015664,0.000166665,0.00009911283,0.00002884513,0.0001593497,0.000005459087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971544,0.0005764188,0.00005017082,0.0001482896,0.00001199382,0.000009925218,0.0001364106,0.000008064598,0.001904344],"genre_scores_gemma":[0.9993771,0.0002505681,0.0000572939,0.00003915542,0.00001923866,0.000004551047,0.000133146,0.000002378908,0.0001166001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229511,"threshold_uncertainty_score":0.02444708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008090386793244279,"score_gpt":0.2425386155023319,"score_spread":0.2344482287090876,"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."}}