{"id":"W2516146456","doi":"10.2147/copd.s107884","title":"Do self-management interventions in COPD patients work and which patients benefit most? An individual patient data meta-analysis","year":2016,"lang":"en","type":"review","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"ZonMw; National Institute for Health and Care Research","keywords":"Medicine; Psychological intervention; COPD; Meta-analysis; Hazard ratio; Confidence interval; Physical therapy; Randomized controlled trial; Body mass index; Internal medicine; Intensive care medicine; Psychiatry","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02788134,0.002891147,0.02098048,0.005201321,0.0005183949,0.003175409,0.002129992,0.00260763,0.003811822],"category_scores_gemma":[0.04787911,0.001424739,0.06951546,0.004639985,0.0007644399,0.001822383,0.001957972,0.002366414,0.0003504127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191141,"about_ca_system_score_gemma":0.001607095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003709869,"about_ca_topic_score_gemma":0.005191171,"domain_scores_codex":[0.9733621,0.01887934,0.004253987,0.001831619,0.001274377,0.0003984904],"domain_scores_gemma":[0.9758713,0.0183164,0.003227851,0.001426865,0.000844726,0.0003129176],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00504064,0.00002718908,0.002612836,0.04145579,0.94515,0.00003925175,0.00003182522,0.0004826087,0.00009867701,0.00007084437,0.0002583064,0.004731991],"study_design_scores_gemma":[0.002360682,0.0003004031,0.00198523,0.002793108,0.9914252,0.00003630636,0.00001826143,0.0002735885,0.000061579,0.0002186217,0.0005114778,0.00001557249],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03245459,0.9561878,0.005097139,0.0008234092,0.0006305033,0.001512696,0.002368004,0.0001638946,0.0007618833],"genre_scores_gemma":[0.7414689,0.2341537,0.01153208,0.002794848,0.0004860939,0.005472712,0.003099506,0.0001281793,0.0008640512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9790195,"threshold_uncertainty_score":0.1474524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135162235798406,"score_gpt":0.4056899580634926,"score_spread":0.292173734483652,"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."}}