{"id":"W4296778048","doi":"10.1089/met.2022.0045","title":"Pulmonary Function in Metabolic Syndrome: A Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Metabolic Syndrome and Related Disorders","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Funnel plot; Meta-analysis; Publication bias; Cochrane Library; Internal medicine; Confidence interval; Pulmonary function testing; Random effects model; Vital capacity; Strictly standardized mean difference; Lung function; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001400972,0.001485923,0.01161683,0.005441116,0.0003717085,0.00007856585,0.0005750115,0.0009205413,0.01949272],"category_scores_gemma":[0.0001620338,0.001168235,0.007152851,0.01076463,0.0004376406,0.0003191053,0.0005978165,0.002813104,0.0002759521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728732,"about_ca_system_score_gemma":0.0008528985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006822555,"about_ca_topic_score_gemma":0.00004589791,"domain_scores_codex":[0.9911612,0.00159304,0.002089895,0.002267073,0.001565688,0.001323059],"domain_scores_gemma":[0.9964511,0.000383698,0.0006818928,0.001705873,0.00007047036,0.0007070075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007780925,0.001150311,0.0003336386,0.008653651,0.3780228,0.004888497,0.000107156,0.00004693607,1.904639e-7,0.0005615149,0.0000470093,0.6061105],"study_design_scores_gemma":[0.0006553958,0.00007516455,0.006132205,0.0001560176,0.4246163,0.005465259,0.0001430462,0.00007474555,1.337243e-8,0.0003233838,0.5617121,0.0006463458],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000885597,0.9896508,0.000006403514,0.0001914443,0.0003904654,0.003409607,0.0003083695,0.0001825341,0.004974802],"genre_scores_gemma":[0.003822759,0.9839224,0.00003035445,0.00006874384,0.00002820619,0.00211508,0.001904527,0.000270717,0.007837185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6054642,"threshold_uncertainty_score":0.999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033048856097705,"score_gpt":0.3116638885709579,"score_spread":0.2713334000099809,"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."}}