{"id":"W4405262086","doi":"10.3389/fpubh.2024.1433269","title":"Effects of smoking cessation on individuals with COPD: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Shandong Province; Key Technology Research and Development Program of Shandong; National Natural Science Foundation of China","keywords":"Medicine; COPD; Smoking cessation; Meta-analysis; Cochrane Library; Internal medicine; Physical therapy; Pulmonary disease; Vital capacity; Lung; Pathology; Diffusing capacity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01355526,0.003093026,0.02247205,0.007187524,0.0007021065,0.002937237,0.002302276,0.002528076,0.003377916],"category_scores_gemma":[0.02659712,0.001641805,0.04370425,0.007154259,0.000728168,0.001680595,0.001495373,0.001943021,0.0002505403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606595,"about_ca_system_score_gemma":0.003231636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007379903,"about_ca_topic_score_gemma":0.01618957,"domain_scores_codex":[0.9918191,0.004039307,0.002165788,0.0007920803,0.0009136772,0.0002699463],"domain_scores_gemma":[0.9845132,0.0118139,0.002036414,0.0004324894,0.0009954633,0.0002085164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001805155,0.00003883948,0.002132997,0.335958,0.6484001,0.0001295765,0.00006459116,0.0006353797,0.0002240401,0.0001021771,0.0004025518,0.01010657],"study_design_scores_gemma":[0.0003814113,0.0001758445,0.002124087,0.01643734,0.9795263,0.00007299978,0.00002405588,0.000178903,0.00008141004,0.0001003957,0.0008818654,0.00001527457],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004049549,0.9945227,0.0004574563,0.0001400959,0.0001158269,0.0002520589,0.000282643,0.00002296742,0.0001568027],"genre_scores_gemma":[0.1364436,0.8580723,0.002563643,0.0006298806,0.0002291249,0.001157645,0.000578558,0.00002666298,0.0002987449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02247205,"threshold_uncertainty_score":0.07168794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07565660394327967,"score_gpt":0.3845185861399794,"score_spread":0.3088619821966997,"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."}}