{"id":"W4409400106","doi":"10.1080/17476348.2025.2492800","title":"A tale as old as time – the importance of accelerated lung aging in chronic obstructive pulmonary disease","year":2025,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; Disease; COPD; Lung; Cardiology; Internal medicine; Gerontology","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":[0.001898068,0.001147543,0.006132055,0.0009478042,0.0001161301,0.00000973956,0.001257745,0.0003334483,0.004186516],"category_scores_gemma":[0.003725003,0.0007244719,0.001198829,0.003248925,0.001407686,0.0001957837,0.0005606962,0.001464321,0.00007601803],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367555,"about_ca_system_score_gemma":0.01003059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001581762,"about_ca_topic_score_gemma":0.000006050716,"domain_scores_codex":[0.9913884,0.00129809,0.003222341,0.001390906,0.001842829,0.000857444],"domain_scores_gemma":[0.9932164,0.001111235,0.001671777,0.002661817,0.0006949149,0.0006438863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001366354,0.0002198189,0.0004238884,0.5238637,0.0004248219,0.001516999,0.00007828079,3.801115e-7,0.0000664752,0.0002303029,0.007386914,0.4656518],"study_design_scores_gemma":[0.0007115426,0.000143517,0.0007606077,0.4143465,0.001282843,0.00008711017,0.00005399901,0.00001820877,0.00001182563,0.00002757004,0.582215,0.0003412947],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001639027,0.9839908,0.000001401644,0.001039844,0.0002840362,0.007266764,0.0001222151,0.00005570486,0.007075368],"genre_scores_gemma":[0.00006353614,0.9916203,0.00001634239,0.002333383,0.0009132242,0.001225845,0.0004005727,0.000140355,0.003286445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5748281,"threshold_uncertainty_score":0.9995207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639583280564972,"score_gpt":0.4001229810360968,"score_spread":0.3637271482304471,"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."}}