{"id":"W4321133152","doi":"10.1016/j.eclinm.2023.101860","title":"Global and regional prevalence of multimorbidity in the adult population in community settings: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":751,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Meta-analysis; Demography; Multimorbidity; Population; MEDLINE; Environmental health; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01615573,0.002477314,0.01952786,0.009686633,0.0008101129,0.003379915,0.002515958,0.00201461,0.002885549],"category_scores_gemma":[0.03766968,0.001488582,0.03911145,0.01052072,0.0007550102,0.001940166,0.00190068,0.001559009,0.0002331547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933518,"about_ca_system_score_gemma":0.004953837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008848196,"about_ca_topic_score_gemma":0.02120569,"domain_scores_codex":[0.988351,0.004776364,0.003869439,0.001337875,0.001299501,0.0003657845],"domain_scores_gemma":[0.9758828,0.01676047,0.004238105,0.0008607092,0.001963494,0.0002944225],"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":[0.0009761529,0.00003034292,0.009445939,0.40323,0.5725943,0.0001260871,0.0001132039,0.0004397286,0.0001298856,0.0001161922,0.0008278002,0.0119704],"study_design_scores_gemma":[0.0003341485,0.0001387287,0.008008287,0.0393838,0.9500033,0.0001359242,0.00007011212,0.00017933,0.00008767435,0.0001513888,0.00147959,0.00002763517],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006513679,0.991178,0.0004744215,0.0001785902,0.00009520398,0.0003546996,0.0009612851,0.00002617011,0.0002179083],"genre_scores_gemma":[0.1998255,0.7919854,0.003068013,0.0008012181,0.0002502525,0.002161903,0.001602692,0.0000333342,0.0002717124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01952786,"threshold_uncertainty_score":0.0854407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3357120757068778,"score_gpt":0.5042155530619643,"score_spread":0.1685034773550865,"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."}}