{"id":"W4306948787","doi":"10.3389/frym.2022.782218","title":"Obstructive Lung Disease Is About More Than Just Airways: Blood Supply Matters","year":2022,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Lung; Medicine; Airflow; Blood flow; Lung function; Blood supply; Ventilation (architecture); Room air distribution; Pathology; Cardiology; Internal medicine; Surgery; Physics","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":[0.00130337,0.0003334062,0.0006372572,0.0005086738,0.001217014,0.004034035,0.0004141278,0.00244802,0.004371313],"category_scores_gemma":[0.002539258,0.0002270133,0.0003072576,0.0006231988,0.007176328,0.004339905,0.002116361,0.003579912,0.001156097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008845397,"about_ca_system_score_gemma":0.001371726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531399,"about_ca_topic_score_gemma":0.001693246,"domain_scores_codex":[0.9991426,0.0002871996,0.00004628391,0.0001233207,0.0002874564,0.0001130665],"domain_scores_gemma":[0.9983865,0.0007450749,0.0002137181,0.00008708977,0.0002344894,0.0003330736],"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":[0.0002556745,0.0003053787,0.03176372,0.002779101,0.0002297276,0.003382307,0.03067596,0.0003697522,0.01342556,0.2378387,0.20746,0.4715142],"study_design_scores_gemma":[0.0000377332,0.0003106405,0.03464646,0.002068348,0.0001006395,0.007446902,0.01526175,0.0002188758,0.001366239,0.1729057,0.7655317,0.0001051119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06210985,0.3600535,0.009798199,0.4271662,0.01662669,0.00006426162,0.0003069343,0.0003391786,0.1235353],"genre_scores_gemma":[0.5755464,0.2689398,0.006029999,0.09518963,0.02075401,0.00007341801,0.000177728,0.0001737285,0.0331153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004371313,"threshold_uncertainty_score":0.01462352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161229056915935,"score_gpt":0.2719497447799875,"score_spread":0.2603374542108282,"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."}}