{"id":"W4367604966","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a4981","title":"Oscillometry and Spirometry in Fibrotic Versus Non-fibrotic Interstitial Lung Disease","year":2023,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Spirometry; Interstitial lung disease; Medicine; Cardiology; Lung; Disease; Lung disease; Internal medicine; Asthma","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":[0.001996737,0.0003148651,0.000944935,0.001459299,0.0002541346,0.0009513221,0.0003222039,0.0007642257,0.001802074],"category_scores_gemma":[0.007105479,0.0001563248,0.0004370739,0.0007950992,0.0005101339,0.0009994735,0.000606745,0.0006497056,0.0002872279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627937,"about_ca_system_score_gemma":0.0001959051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008882102,"about_ca_topic_score_gemma":0.001502544,"domain_scores_codex":[0.9989321,0.0005286734,0.0001242203,0.0001065163,0.0001954233,0.0001130779],"domain_scores_gemma":[0.9957193,0.002956639,0.0006026916,0.0001119833,0.0001977819,0.0004117411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009848257,0.0002634356,0.9714817,0.0001463974,0.0002333452,0.0003583322,0.0002816028,0.0001596251,0.001848076,0.0002128798,0.0001298449,0.01503643],"study_design_scores_gemma":[0.00004970481,0.0007885867,0.9972409,0.00002416137,0.00008111949,0.0004613807,0.0003464088,0.000495449,0.0001194645,0.0001516706,0.0002342243,0.000007008129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914716,0.005905989,0.00017369,0.0001181239,0.00006582351,0.00001001961,0.0001393303,0.000005235009,0.002110242],"genre_scores_gemma":[0.9991162,0.0004000222,0.0001069157,0.00003038183,0.00007993331,0.000005029487,0.00009149816,0.0000018678,0.0001680479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001996737,"threshold_uncertainty_score":0.01055992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504386811034467,"score_gpt":0.2915409465037119,"score_spread":0.2764970783933672,"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."}}