{"id":"W4399110232","doi":"10.15326/jcopdf.2024.0527","title":"The COPD Foundation on Its Twentieth Anniversary","year":2024,"lang":"en","type":"article","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Foundation (evidence); COPD; Medicine; Engineering; Aeronautics; History; Internal medicine; Archaeology","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":[0.0006391049,0.0005418262,0.0005628008,0.0004397064,0.001156849,0.000459196,0.0009054618,0.0001687249,0.001025926],"category_scores_gemma":[0.0006499141,0.000349124,0.0009382112,0.001136258,0.0009421141,0.001415925,0.0003170468,0.001235631,0.0004179272],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005565203,"about_ca_system_score_gemma":0.003244815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001241717,"about_ca_topic_score_gemma":0.000005722946,"domain_scores_codex":[0.995034,0.0005455373,0.0009993616,0.0006915955,0.001962621,0.000766921],"domain_scores_gemma":[0.996067,0.000755417,0.0006706214,0.0009157277,0.001071718,0.0005194862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006817793,0.001468863,0.01598147,0.003268772,0.002933136,0.001942946,0.0005553821,0.001830424,0.005962573,0.01965947,0.01435701,0.9252222],"study_design_scores_gemma":[0.003168808,0.000873714,0.7829637,0.002946757,0.00206344,0.001936743,0.001446967,0.02123667,0.001216157,0.01528696,0.1660616,0.0007984569],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867483,0.08451725,0.0007434301,0.01663953,0.01587552,0.003867767,0.0003060483,0.0002738536,0.01029366],"genre_scores_gemma":[0.9898461,0.002272337,0.00004406561,0.0001697025,0.002575496,0.00005024253,0.0001519106,0.0001137359,0.004776484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9244237,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182381266331979,"score_gpt":0.3043847685617803,"score_spread":0.2825609558984605,"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."}}