{"id":"W4307468109","doi":"10.18632/aging.204358","title":"Identification and validation of genetic signature associated with aging in chronic obstructive pulmonary disease","year":2022,"lang":"en","type":"article","venue":"Aging","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"COPD; Gene; Pulmonary disease; Disease; Gene expression; Medicine; Biology; Bioinformatics; Internal medicine; Genetics","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":[0.0005278154,0.0002099215,0.0004946907,0.0009187813,0.0003034275,0.0003190469,0.0001482199,0.0002679387,0.0006476158],"category_scores_gemma":[0.000638521,0.00008153114,0.000396693,0.0008945296,0.0001622725,0.0001410053,0.000272548,0.0002597958,0.0001474973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157514,"about_ca_system_score_gemma":0.0002792679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007771575,"about_ca_topic_score_gemma":0.001222102,"domain_scores_codex":[0.9997473,0.0000426512,0.00002972143,0.00008382231,0.00005508684,0.0000414981],"domain_scores_gemma":[0.9996346,0.00007575429,0.0001150947,0.00004335657,0.00008413977,0.00004695167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001301341,0.0001469045,0.5366096,0.0004513868,0.0003367845,0.0008875172,0.0001857428,0.0007518295,0.4314287,0.0002681164,0.0008250883,0.02680687],"study_design_scores_gemma":[0.00003078805,0.0003194785,0.9596237,0.00003898468,0.0003120959,0.001484244,0.0001778891,0.002858546,0.0308307,0.0003316337,0.003973019,0.00001892861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938629,0.001590003,0.00195301,0.00006195706,0.00002537916,0.00002721836,0.00217626,0.00002917076,0.0002741493],"genre_scores_gemma":[0.9870483,0.0009487295,0.005377631,0.000143265,0.00002791254,0.00005239274,0.005917033,0.00002034094,0.0004642955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009187813,"threshold_uncertainty_score":0.002791405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124300364447925,"score_gpt":0.2694703757036559,"score_spread":0.2582273720591766,"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."}}