{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453849,0.0001254958,0.0001903663,0.0002812746,0.0001424602,0.00001547744,0.00009313426,0.00002700754,0.0001195086],"category_scores_gemma":[0.000088531,0.0001300646,0.00003828312,0.0005976546,0.000113291,0.0001491607,0.0001367018,0.0003423322,9.907081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178068,"about_ca_system_score_gemma":0.0003915569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006721691,"about_ca_topic_score_gemma":0.000009031236,"domain_scores_codex":[0.9984276,0.0001669617,0.0002470299,0.0003806821,0.0005237986,0.0002538954],"domain_scores_gemma":[0.9992955,0.00008803685,0.0001487257,0.0002447347,0.0001003907,0.0001225771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002393826,0.0002221279,0.9460835,0.0005431016,0.00008877355,0.0005613737,0.0006732898,0.004855579,0.03353128,0.00009256614,0.00001439489,0.01309463],"study_design_scores_gemma":[0.0008268544,0.00003818924,0.9826731,0.0001645394,0.0000984671,0.00002643197,0.0006784951,0.01342513,0.001460748,0.0004602155,0.00002447277,0.0001233506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950511,0.003684748,0.00006819877,0.000381967,0.00004264922,0.000568682,0.00004682869,0.00003037456,0.0001254454],"genre_scores_gemma":[0.9993176,0.00003214887,0.00003781534,0.00002490331,0.00004476304,0.00009836003,0.0001863084,0.0000290825,0.0002290115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0365896,"threshold_uncertainty_score":0.5303881,"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."}}