{"id":"W4385679903","doi":"","title":"Ambient assisted living technologies to support older adults’ health and wellness: a systematic mapping review","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Assisted living; Aging in place; Gerontology; Psychology; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004590395,0.0003689787,0.001676967,0.0009175762,0.0008758021,0.0009993212,0.002846426,0.0002421018,0.001445101],"category_scores_gemma":[0.007463865,0.0003443992,0.0001856908,0.003160096,0.0003310091,0.001080546,0.002054641,0.0005433272,0.00002863461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295953,"about_ca_system_score_gemma":0.0008125725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146992,"about_ca_topic_score_gemma":0.001433217,"domain_scores_codex":[0.9947525,0.001091911,0.001548263,0.0007879116,0.001039012,0.000780428],"domain_scores_gemma":[0.9961172,0.0006918981,0.001365202,0.0008476903,0.0005575619,0.0004204909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006752863,0.001517223,0.3460672,0.1471925,0.001020392,0.0006222904,0.03282408,0.000006783211,0.004518823,0.001985676,0.2153418,0.2488358],"study_design_scores_gemma":[0.001057189,0.00007299248,0.2514564,0.6309794,0.0003373627,0.0002777512,0.07308435,0.00002145722,0.00422402,0.002875762,0.033626,0.001987409],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4482623,0.5106584,0.0008649016,0.02898423,0.001414036,0.00617418,0.00004033624,0.001037332,0.002564268],"genre_scores_gemma":[0.8564707,0.1395898,0.000778961,0.002213469,0.00004827251,0.0003111015,0.000004474138,0.00004835567,0.0005348831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4837869,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.186077714333194,"score_gpt":0.5246588432589112,"score_spread":0.3385811289257172,"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."}}