{"id":"W4410566604","doi":"10.5334/ijic.9056","title":"Volunteer-supported Care Transition Interventions for People Living with Dementia: A Secondary Analysis of a Scoping Review","year":2025,"lang":"en","type":"review","venue":"International Journal of Integrated Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Psychological intervention; Dementia; Thematic analysis; Nursing; Health care; Medicine; Distress; Population; Psychology; Gerontology; Qualitative research; Sociology; Clinical psychology; Political science; Environmental health; Disease","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":[0.03458356,0.00153052,0.006825781,0.02446476,0.001492687,0.004175358,0.001820055,0.002334926,0.004208758],"category_scores_gemma":[0.1074897,0.001252565,0.009495812,0.02454915,0.001089216,0.002401332,0.003633997,0.001545727,0.0005144444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006692128,"about_ca_system_score_gemma":0.02868788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306697,"about_ca_topic_score_gemma":0.0324907,"domain_scores_codex":[0.9730191,0.01212091,0.008935965,0.0009985659,0.004081315,0.0008440668],"domain_scores_gemma":[0.9321079,0.04300411,0.009515857,0.00177445,0.01282492,0.0007727979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004284443,0.0001072938,0.002067041,0.9327797,0.008191857,0.0003819044,0.003810989,0.0001743409,0.000285562,0.0004000394,0.002228244,0.04914466],"study_design_scores_gemma":[0.0004558699,0.0005794432,0.007914994,0.9336498,0.03785421,0.0002678169,0.003524619,0.0001336023,0.0002677098,0.0003491065,0.01495622,0.00004663146],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03556515,0.906971,0.002493552,0.002326033,0.0005906952,0.04009603,0.006917881,0.00007912482,0.004960623],"genre_scores_gemma":[0.1577312,0.7609133,0.008972566,0.002584221,0.0002872401,0.0630065,0.005078556,0.00005870048,0.00136774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03458356,"threshold_uncertainty_score":0.1828975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673789242794625,"score_gpt":0.4576975601444902,"score_spread":0.3809596677165439,"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."}}