{"id":"W7128177469","doi":"10.1080/24745332.2025.2522022","title":"Message from CTS President: Strengthening Lung Health Amidst Growing Challenges","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Thoracic Society","funders":"","keywords":"Public health; Government (linguistics); Health care; MEDLINE; Population","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":[0.01210015,0.001788724,0.003011199,0.001293779,0.008739794,0.01020825,0.003421632,0.06124431,0.02784624],"category_scores_gemma":[0.0440168,0.001109797,0.003358233,0.00161015,0.006227637,0.009409229,0.006341979,0.08390623,0.01144385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00830903,"about_ca_system_score_gemma":0.04801984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02419606,"about_ca_topic_score_gemma":0.04551245,"domain_scores_codex":[0.9896974,0.001340626,0.001064967,0.0008994408,0.004764746,0.00223271],"domain_scores_gemma":[0.9474165,0.01148595,0.002105684,0.001215897,0.01547989,0.02229599],"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":[0.0000409051,0.00004077447,0.0003145632,0.00008166688,0.00001899204,0.0001123151,0.00005744651,0.00004142601,0.0001043518,0.001131684,0.9953909,0.002665002],"study_design_scores_gemma":[0.0001983456,0.0001113666,0.002278144,0.0007878388,0.00009224949,0.0002889547,0.001290672,0.0001776352,0.0002930182,0.002840333,0.9915113,0.0001301047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001462301,0.001000255,0.00004713949,0.9387709,0.05893516,0.00000879996,0.00008444881,0.00002218142,0.0009848395],"genre_scores_gemma":[0.001956593,0.001638425,0.0003334247,0.9248595,0.06176736,0.0000583622,0.0001108653,0.00004131835,0.009234114],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9758039,"threshold_uncertainty_score":0.09315497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047835694190522,"score_gpt":0.3370455176265466,"score_spread":0.3065671606846413,"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."}}