{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002425089,0.0004744795,0.0006134284,0.0004666138,0.0007503869,0.00006718175,0.0005405855,0.0001022526,0.001729039],"category_scores_gemma":[0.00008008473,0.0005076819,0.0006208447,0.0005382238,0.000430853,0.0002635287,0.0003832651,0.0005966732,0.00002092668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328421,"about_ca_system_score_gemma":0.0007417969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001237357,"about_ca_topic_score_gemma":0.000004118951,"domain_scores_codex":[0.9960328,0.00009712133,0.0004552248,0.001049519,0.001245975,0.001119322],"domain_scores_gemma":[0.9977121,0.00005284015,0.0001732486,0.0009349473,0.0002203745,0.0009065212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002835335,0.0007074954,0.4623275,0.001005679,0.001070443,0.0007192519,0.003411564,0.00005360424,0.0003947861,0.0001843418,0.5221719,0.005118099],"study_design_scores_gemma":[0.01061125,0.0004420865,0.8456891,0.0001723739,0.003006745,0.0002726183,0.01996144,0.01085927,0.0008727054,0.0008022114,0.1061478,0.001162357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534037,0.01135214,0.001244652,0.01641568,0.003272034,0.004425702,0.008099174,0.0002354907,0.001551448],"genre_scores_gemma":[0.9601313,0.00007635654,0.002407232,0.002452394,0.0007284315,0.002148278,0.002072033,0.0002515712,0.02973234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416024,"threshold_uncertainty_score":0.9997375,"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."}}