{"id":"W4285390610","doi":"10.1038/s41572-022-00376-4","title":"Multimorbidity","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1306,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Fondo Nacional de Desarrollo Científico, Tecnológico y de Innovación Tecnológica; Wellcome Trust; Biotechnology and Biological Sciences Research Council; Medical Research Council; Alliance for Health Policy and Systems Research; World Diabetes Foundation; Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica; Fogarty International Center; Canadian Institutes of Health Research; UK Research and Innovation; National Science Foundation; Grand Challenges Canada; University of North Carolina at Chapel Hill; European Commission; Region Sjælland; National Institute on Aging; Harvard T.H. Chan School of Public Health; National Institute for Health and Care Research; Directorate for Biological Sciences; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute of Mental Health; International Development Research Centre; Bloomberg Philanthropies; National Cancer Institute; Inter-American Institute for Global Change Research; Engineering and Physical Sciences Research Council","keywords":"Multimorbidity; Psychological intervention; Psychosocial; Medicine; Health care; Socioeconomic status; Quality of life (healthcare); Gerontology; Population; Nursing; Environmental health; Psychiatry; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008592948,0.00109366,0.001491721,0.002280804,0.0003073293,0.001224314,0.0006142295,0.001169504,0.02058889],"category_scores_gemma":[0.002633886,0.0002776447,0.0007106382,0.00186919,0.0003368264,0.0009121825,0.001276104,0.001995803,0.007104055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007667624,"about_ca_system_score_gemma":0.002099458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003772861,"about_ca_topic_score_gemma":0.006912412,"domain_scores_codex":[0.9996307,0.00008423868,0.00005401445,0.000058971,0.0001323767,0.00003975391],"domain_scores_gemma":[0.9993299,0.0002796922,0.0001004719,0.00002302409,0.0001859862,0.00008104056],"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":[0.00003979371,0.00002502382,0.0001831502,0.006637439,0.00006889744,0.0000200424,0.00001653641,0.00006307022,0.0001058417,0.001577655,0.1315626,0.8597],"study_design_scores_gemma":[0.0000613918,0.00007192949,0.002320246,0.02019682,0.0002497976,0.00037149,0.00004681729,0.0001204242,0.00008515843,0.002560689,0.9738951,0.00002020355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007595615,0.9907459,0.000243626,0.001553244,0.001795957,0.00002194277,0.0001609569,0.00003405659,0.005368334],"genre_scores_gemma":[0.001164923,0.9893675,0.0005332371,0.002079615,0.002077519,0.00004720933,0.0003218944,0.000007628919,0.004400495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02058889,"threshold_uncertainty_score":0.06887662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666191535140077,"score_gpt":0.4576495734334063,"score_spread":0.2910304199193987,"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."}}