{"id":"W4405968569","doi":"10.1093/geroni/igae098.4290","title":"EXPLORING AI FOR DEMENTIA CARE SUPPORT IN NORTHERN ONTARIO: A LITERATURE REVIEW","year":2024,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Dementia; Medicine; Psychology; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003717053,0.0007911322,0.002130545,0.01547937,0.001556901,0.004055792,0.001830616,0.001334937,0.005694076],"category_scores_gemma":[0.01531386,0.0006443018,0.001894303,0.02373082,0.001313181,0.002221561,0.001672104,0.001073335,0.0004744975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01886387,"about_ca_system_score_gemma":0.06682578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3618784,"about_ca_topic_score_gemma":0.646082,"domain_scores_codex":[0.9975677,0.0005467077,0.0007507724,0.0001688264,0.0008015481,0.000164553],"domain_scores_gemma":[0.9831041,0.01006804,0.001935161,0.0001531946,0.004114207,0.0006253052],"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":[0.0001862513,0.00006556482,0.003033014,0.6286263,0.001031318,0.0006797993,0.004908342,0.0001865439,0.0003629093,0.002002589,0.01611292,0.3428045],"study_design_scores_gemma":[0.00006868851,0.0001059044,0.01864627,0.8096404,0.004669663,0.0008102335,0.005560932,0.0001180582,0.0001544157,0.0006173832,0.1595383,0.00006982171],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001082106,0.9959002,0.00004897288,0.001005169,0.0001029691,0.00005276132,0.0002339862,0.000004855173,0.001568904],"genre_scores_gemma":[0.008039884,0.9908288,0.0002594556,0.0004617515,0.00004772154,0.00006351513,0.000125471,0.000002900131,0.0001705441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6381216,"threshold_uncertainty_score":0.719544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1845076516545858,"score_gpt":0.4650328713381669,"score_spread":0.2805252196835811,"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."}}