{"id":"W4200178363","doi":"10.1111/jgs.17601","title":"Self‐management interventions for issues identified in a geriatric assessment: A systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Ontario Tech University; University of Toronto; University Health Network; Toronto General Hospital; St. Michael's Hospital; McMaster University","funders":"","keywords":"Medicine; PsycINFO; CINAHL; Psychological intervention; MEDLINE; Mood; Quality of life (healthcare); Falls in older adults; Cochrane Library; Geriatrics; Systematic review; Randomized controlled trial; Self-management; Gerontology; Poison control; Psychiatry; Nursing; Suicide prevention","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":[0.01719004,0.001491195,0.008595889,0.008666616,0.0007606702,0.003029504,0.002211261,0.002469456,0.003615039],"category_scores_gemma":[0.06545115,0.001118471,0.006855829,0.008253686,0.001029391,0.002910491,0.001508021,0.00155689,0.0002916474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005409388,"about_ca_system_score_gemma":0.01357084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005191811,"about_ca_topic_score_gemma":0.01650508,"domain_scores_codex":[0.9856449,0.006127354,0.004665537,0.0007320378,0.0025336,0.0002966163],"domain_scores_gemma":[0.9478098,0.03736403,0.0105186,0.0006015657,0.003212157,0.0004938128],"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":[0.000259879,0.00003831304,0.0004884305,0.9548171,0.006039825,0.00005802944,0.0002938486,0.00006660257,0.0000951314,0.0001041666,0.0008910828,0.03684754],"study_design_scores_gemma":[0.000501669,0.0002982598,0.002233399,0.9561974,0.03284085,0.0001703874,0.0003492311,0.00008947468,0.0001371502,0.0001507506,0.007002634,0.00002872429],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001856245,0.995813,0.0002031537,0.0003393787,0.0001200704,0.001165964,0.0001769419,0.00001334088,0.0003119526],"genre_scores_gemma":[0.03023484,0.9633377,0.001864358,0.0009189624,0.0001319718,0.003116031,0.0002123677,0.000006940046,0.0001767994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01719004,"threshold_uncertainty_score":0.09091067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151705649405908,"score_gpt":0.4268508315588539,"score_spread":0.3753337750647949,"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."}}