{"id":"W4405662074","doi":"10.1186/s12931-024-03056-x","title":"Assessing the comparative effects of interventions in COPD: a tutorial on network meta-analysis for clinicians","year":2024,"lang":"en","type":"review","venue":"Respiratory Research","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Impact","funders":"","keywords":"Medicine; Meta-analysis; Psychological intervention; Randomized controlled trial; Intensive care medicine; Systematic review; Evidence-based medicine; COPD; Clinical trial; Intervention (counseling); MEDLINE; Physical therapy; Alternative medicine; Psychiatry; Surgery; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03650985,0.003550294,0.004674249,0.009654975,0.0006096633,0.004555802,0.003094258,0.004663604,0.009171572],"category_scores_gemma":[0.1263577,0.001982541,0.006166914,0.00667486,0.002252084,0.006494848,0.003627075,0.01161257,0.003756941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686417,"about_ca_system_score_gemma":0.003938306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003462868,"about_ca_topic_score_gemma":0.004035413,"domain_scores_codex":[0.9817635,0.01366702,0.001887773,0.0009560024,0.001586718,0.0001388572],"domain_scores_gemma":[0.8777006,0.1137048,0.002441485,0.001916045,0.003386747,0.000850344],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002967117,0.0001937314,0.001305767,0.02173696,0.003731666,0.0005834058,0.0008448397,0.01021144,0.0006580008,0.08202355,0.3016886,0.5767253],"study_design_scores_gemma":[0.00026175,0.0001695011,0.001192283,0.02584365,0.001361356,0.001189052,0.0002176634,0.009555218,0.0003774196,0.4333071,0.5262914,0.0002336848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0003108923,0.7752093,0.1649445,0.0463822,0.006434305,0.0003805686,0.0008632283,0.0007848668,0.004690139],"genre_scores_gemma":[0.006867991,0.6627971,0.2817337,0.02081739,0.0210482,0.002178932,0.0007671649,0.0007276381,0.003061977],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9634901,"threshold_uncertainty_score":0.1930849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9885703319873888,"score_gpt":0.7821011631063578,"score_spread":0.206469168881031,"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."}}