{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002419749,0.0006781662,0.0005475701,0.0009334396,0.001322161,0.004124209,0.0007544883,0.004295179,0.09863507],"category_scores_gemma":[0.007205489,0.0002587198,0.0006049844,0.0004482417,0.0008654902,0.001786818,0.002752365,0.006550644,0.06795073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474367,"about_ca_system_score_gemma":0.002548801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890932,"about_ca_topic_score_gemma":0.01097818,"domain_scores_codex":[0.9987144,0.0001289273,0.0000521697,0.0001330643,0.0006780911,0.0002932869],"domain_scores_gemma":[0.9958559,0.0002894698,0.0001846923,0.0002044455,0.001423822,0.002041637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000379067,0.0000123306,0.0001199977,0.00003734906,0.000003434058,0.0000422592,0.00001081317,0.00001231522,0.00005298575,0.001234612,0.9738197,0.0246162],"study_design_scores_gemma":[0.00001104983,0.00002947183,0.0007283758,0.00008252694,0.000004175294,0.0000738381,0.00003002744,0.00001802409,0.00005774136,0.0005009862,0.9984581,0.0000057144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001980237,0.023056,0.0008738366,0.3546045,0.4599639,0.00008230343,0.002284314,0.0005181094,0.1566368],"genre_scores_gemma":[0.01521294,0.01971395,0.001094466,0.06323558,0.09239292,0.0001108126,0.002658098,0.000319605,0.8052617],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09863507,"threshold_uncertainty_score":0.3299672,"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."}}