{"id":"W4402135986","doi":"10.1080/15412555.2024.2394129","title":"Chest CT Airway and Vascular Measurements in Females with COPD or Long-COVID","year":2024,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; St Joseph's Health Care; Toronto Metropolitan University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Health and Long-Term Care; London Health Sciences Centre","keywords":"Medicine; COPD; Airway; Body mass index; Confounding; Internal medicine; Cardiology; Lung; Spirometry; Coronavirus disease 2019 (COVID-19); Plethysmograph; Asthma; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004043568,0.0002893387,0.000266944,0.0005665568,0.0002352266,0.0003762193,0.0001466519,0.0004073276,0.002114113],"category_scores_gemma":[0.001229782,0.0001483791,0.0002721162,0.0003098084,0.0002343694,0.0003206197,0.0003640259,0.0003413207,0.0002852886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695418,"about_ca_system_score_gemma":0.0001017141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070505,"about_ca_topic_score_gemma":0.001649895,"domain_scores_codex":[0.9997329,0.00005615956,0.00003278643,0.00006626446,0.0000470118,0.00006492146],"domain_scores_gemma":[0.9991874,0.0001393527,0.0004364354,0.00003839343,0.00007047129,0.0001278677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001752975,0.00001854266,0.9978345,0.000007382756,0.00001344648,0.0001949154,0.00003497113,0.00001670627,0.0006459957,0.000009631316,0.00003782025,0.001010844],"study_design_scores_gemma":[0.00000270151,0.0001180737,0.9986556,0.000004927836,0.00000903513,0.0008581295,0.0001108556,0.00006267809,0.00009163495,0.000006664274,0.00007821697,0.000001557748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989814,0.0002753138,0.00006645302,0.00001951896,0.000003090256,0.000006026811,0.0001801938,0.000002134583,0.0004658889],"genre_scores_gemma":[0.9994447,0.00007610191,0.00006327769,0.0000174973,0.000009710011,0.000008239081,0.000204768,0.000001402716,0.0001743529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002114113,"threshold_uncertainty_score":0.007072449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332326174525157,"score_gpt":0.3042614781354352,"score_spread":0.2710288606829195,"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."}}