{"id":"W4285084319","doi":"10.1093/abm/kaab114","title":"Predictors and Effects of Participation in Peer Support: A Prospective Structural Equation Modeling Analysis","year":2022,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Sanofi China Investment Company; Gillings School of Public Health; National Institutes of Health; Chinese University of Hong Kong; Novo Nordisk; National Institute of Diabetes and Digestive and Kidney Diseases; Mahidol University; Consejo Nacional de Investigaciones Científicas y Técnicas; Cambridge University Hospitals; Monash University; University of California, San Francisco; University of Cambridge; University of California, Los Angeles; University of Michigan; San Diego State University; University of North Carolina at Chapel Hill; Sanofi; Universidad Nacional de La Plata; University of Wisconsin-Madison; Eli Lilly and Company; School of Medicine, University of Alabama at Birmingham; American Academy of Family Physicians Foundation","keywords":"Peer support; Social support; Psychological intervention; Glycemic; Structural equation modeling; Distress; Medicine; Gerontology; Psychology; Diabetes mellitus; Clinical psychology; Psychiatry; Social psychology","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":[0.01063356,0.001358445,0.001021874,0.001351192,0.001234226,0.001749769,0.001439222,0.001168516,0.005307418],"category_scores_gemma":[0.01504968,0.001156612,0.003117743,0.00124727,0.0006074443,0.001071711,0.001540455,0.003184455,0.0007476549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348906,"about_ca_system_score_gemma":0.002484009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682905,"about_ca_topic_score_gemma":0.008225794,"domain_scores_codex":[0.9958333,0.002622564,0.00018032,0.0004630619,0.0004131975,0.0004875466],"domain_scores_gemma":[0.9905453,0.005648904,0.001450005,0.0006764991,0.000680179,0.0009991399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002597935,0.0007296657,0.9937865,0.00001872966,0.0004077291,0.00007752195,0.0004113286,0.0011648,0.00006204169,0.0001151248,0.0004587939,0.002508045],"study_design_scores_gemma":[0.0002043048,0.001948899,0.8940763,0.0001641899,0.0009186535,0.0003303292,0.001876049,0.0984537,0.0002558813,0.0008952199,0.0008205998,0.00005586726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968309,0.0001272563,0.001693569,0.0003698277,0.00002317693,0.00007515838,0.0005514582,0.0000312193,0.0002973842],"genre_scores_gemma":[0.9968449,0.0000988856,0.001690382,0.0000385548,0.0000231792,0.0001700305,0.0007723329,0.0000108525,0.0003508706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01682905,"threshold_uncertainty_score":0.05623633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08642660848097714,"score_gpt":0.4062059854603363,"score_spread":0.3197793769793592,"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."}}