{"id":"W4224304571","doi":"10.1093/geront/gnac054","title":"A Systematic Review on Navigation Programs for Persons Living With Dementia and Their Caregivers","year":2022,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Queen's University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Dementia; Observational study; Institutionalisation; Checklist; Psychological intervention; Gerontology; Psychology; Systematic review; Medicine; MEDLINE; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001268399,0.0003470163,0.001600832,0.00006261028,0.0003240348,0.00005694895,0.0002250853,0.00006551051,0.00008356515],"category_scores_gemma":[0.0002047118,0.00015467,0.0003355895,0.0001843985,0.0002024795,0.00003222648,0.00009386757,0.0003473694,0.000007136905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172984,"about_ca_system_score_gemma":0.0001790746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003098145,"about_ca_topic_score_gemma":0.00001705228,"domain_scores_codex":[0.9980372,0.0005197776,0.0003773935,0.0003877856,0.0003350714,0.0003428254],"domain_scores_gemma":[0.9984484,0.0006066301,0.0003607619,0.0004352739,0.00006770368,0.00008116988],"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":[0.00001290591,0.00007914443,0.00001025341,0.7929907,0.001057719,0.00001125647,0.0002223761,4.968994e-9,3.054884e-8,0.00002976451,0.0003048749,0.205281],"study_design_scores_gemma":[0.000297035,0.001629699,0.000007363839,0.7951257,0.01157379,0.0003296331,0.002053167,0.000004580983,1.230218e-7,0.000004086637,0.1887725,0.0002022873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001511146,0.9861474,0.0001026617,0.0001823601,0.00003783344,0.01232499,0.00003251286,0.00004923873,0.001107906],"genre_scores_gemma":[0.0002446949,0.9909498,0.00003881094,0.0001361573,0.00003332779,0.007316584,0.0003211109,0.00003761262,0.0009219176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2050787,"threshold_uncertainty_score":0.630726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07767585332916609,"score_gpt":0.3634102758600137,"score_spread":0.2857344225308476,"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."}}