{"id":"W2089660438","doi":"10.1378/chest.128.3.1266","title":"Impulse Oscillometry","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital; Montreal Children's Hospital","funders":"","keywords":"Medicine; Spirometry; Reactance; Lung function; Airway resistance; Demography; Internal medicine; Respiratory system; Asthma; Lung","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":[0.0006712989,0.0008616435,0.0007223547,0.00228584,0.0007097975,0.0008478033,0.0005199136,0.001106178,0.02386231],"category_scores_gemma":[0.001667237,0.0003316768,0.0004250428,0.001009068,0.0003980681,0.000555579,0.0009349813,0.001206705,0.00659469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215336,"about_ca_system_score_gemma":0.0004103229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007632974,"about_ca_topic_score_gemma":0.001108322,"domain_scores_codex":[0.9987796,0.0002470756,0.0001297788,0.0003415705,0.000373083,0.0001289762],"domain_scores_gemma":[0.9988079,0.0002901341,0.00007116026,0.0001748276,0.000514654,0.000141287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004957671,0.001979032,0.07813893,0.0008551407,0.0002494081,0.001819391,0.001507503,0.0005635974,0.3241867,0.001909151,0.02202868,0.5618048],"study_design_scores_gemma":[0.001226513,0.00823695,0.6377093,0.0005351239,0.0007289889,0.0155451,0.001580141,0.01462778,0.1912805,0.003387368,0.1247453,0.0003969595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7113779,0.002825634,0.1136268,0.001163292,0.002457905,0.002465523,0.01429439,0.00693607,0.1448525],"genre_scores_gemma":[0.8595596,0.001291584,0.05044661,0.002318719,0.00107466,0.002220831,0.005731025,0.0009495361,0.07640742],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02386231,"threshold_uncertainty_score":0.07982737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090846978077581,"score_gpt":0.3134579717143156,"score_spread":0.2925495019335397,"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."}}