{"id":"W2766539901","doi":"10.2147/cia.s142483","title":"Geroprotectors as a therapeutic strategy for COPD – where are we now?","year":2017,"lang":"en","type":"review","venue":"Clinical Interventions in Aging","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; COPD; Context (archaeology); Melatonin; Oxidative stress; Vitamin D and neurology; Metformin; Pulmonary disease; Disease; Testosterone (patch); Bioinformatics; Pathogenesis; Internal medicine; Intensive care medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002517557,0.0008192678,0.003677539,0.000712085,0.0003648096,0.0002572143,0.001184202,0.0008902923,0.002554259],"category_scores_gemma":[0.001648793,0.000704072,0.005771683,0.0004434755,0.0008218564,0.0001937247,0.0005561358,0.003019556,0.001106211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009851205,"about_ca_system_score_gemma":0.001403282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008890657,"about_ca_topic_score_gemma":0.0009842217,"domain_scores_codex":[0.9927692,0.0009493286,0.003156282,0.001532259,0.0005881284,0.001004797],"domain_scores_gemma":[0.9935577,0.00152461,0.001620017,0.002318564,0.0004173752,0.0005617493],"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":[0.0000906383,0.001176734,0.0009042895,0.0838467,0.001001477,0.0001349923,0.00002229826,0.000001551184,2.270884e-7,0.0002198487,0.004361962,0.9082393],"study_design_scores_gemma":[0.001628229,0.0002130979,0.001035091,0.1346451,0.001550534,0.0001012149,0.00008236661,0.0000298916,1.337124e-7,0.001418885,0.8587816,0.0005138088],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001441958,0.9890307,0.001106726,0.00134462,0.001217194,0.005251157,0.0003615504,0.0001334037,0.001410416],"genre_scores_gemma":[0.0003982145,0.9639051,0.0005318375,0.0000626514,0.00103468,0.001637687,0.0004719929,0.0002220699,0.03173578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9077255,"threshold_uncertainty_score":0.9996715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5343828096805926,"score_gpt":0.5850170338461174,"score_spread":0.05063422416552477,"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."}}