{"id":"W4417150102","doi":"10.1016/j.chest.2025.07.4115","title":"Response","year":2025,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Observational study; Adverse effect; COPD; Antagonist; Muscarinic antagonist","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003664264,0.0009964496,0.001489006,0.001009014,0.006285879,0.005979893,0.002201354,0.07014646,0.02342473],"category_scores_gemma":[0.02258122,0.000833295,0.001751364,0.0006715254,0.00271016,0.002786874,0.002857075,0.04048061,0.01763455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006154686,"about_ca_system_score_gemma":0.00775364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411326,"about_ca_topic_score_gemma":0.02482962,"domain_scores_codex":[0.9958788,0.0008778274,0.0003852196,0.0006096594,0.001122117,0.001126362],"domain_scores_gemma":[0.9933512,0.002090655,0.0004343712,0.0002334236,0.001608273,0.002282159],"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":[0.00005108273,0.00004037903,0.0006589093,0.00003691058,0.00001341741,0.001089338,0.0001057021,0.00004607069,0.0001073109,0.001338706,0.9937377,0.002774526],"study_design_scores_gemma":[0.0001307839,0.00009162438,0.002023887,0.0002801912,0.0000299222,0.0008379936,0.0008070108,0.000342039,0.00014657,0.004351556,0.9908878,0.00007061572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004557827,0.0003751196,0.00007411806,0.9667768,0.02483497,0.00004403709,0.0001308631,0.00005729344,0.007251095],"genre_scores_gemma":[0.001728349,0.0001584723,0.0001002731,0.973561,0.008648928,0.00006713775,0.00004503046,0.00001637858,0.01567441],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07014646,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272140720202811,"score_gpt":0.3200859276740327,"score_spread":0.2928718556537516,"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."}}