{"id":"W4312104149","doi":"10.1093/geroni/igac059.2171","title":"MODELS OF OLDER ADULT GROUP ENGAGEMENT TO IMPROVE HEALTH MANAGEMENT","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Peer support; Coaching; Peer group; Psychological intervention; Psychology; Self-management; Peer review; Health coaching; Quality of life (healthcare); Social support; Gerontology; Medicine; Social psychology; Psychotherapist; 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":[],"consensus_categories":[],"category_scores_codex":[0.007141203,0.0006108447,0.0004058162,0.001163399,0.0008675114,0.002201206,0.001485216,0.001030332,0.009802885],"category_scores_gemma":[0.01040105,0.0002320857,0.001640722,0.0007518482,0.001449924,0.001952308,0.002999039,0.001105571,0.0007292298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002005521,"about_ca_system_score_gemma":0.003377493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286057,"about_ca_topic_score_gemma":0.002763238,"domain_scores_codex":[0.9950539,0.00393697,0.0001356857,0.0002975601,0.0003413346,0.0002345053],"domain_scores_gemma":[0.9942719,0.003896475,0.0005601487,0.0004188993,0.0003942356,0.0004584145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006898706,0.008665456,0.02508763,0.0102278,0.00115687,0.0004530646,0.02824956,0.01931107,0.00146149,0.3192377,0.01710646,0.5683531],"study_design_scores_gemma":[0.003385106,0.01244518,0.04580116,0.0181658,0.003162258,0.001020814,0.02062753,0.09200094,0.00377027,0.4402532,0.3591525,0.000215221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3520367,0.03046766,0.2529134,0.03914382,0.001121914,0.006860782,0.0007670025,0.0009231118,0.3157656],"genre_scores_gemma":[0.9132313,0.006677538,0.06643196,0.001502863,0.0001277468,0.004006766,0.0002726186,0.00003188583,0.007717412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009802885,"threshold_uncertainty_score":0.03776675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906535778172701,"score_gpt":0.3115203500917251,"score_spread":0.2824549923099981,"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."}}