{"id":"W4403476550","doi":"10.4017/gt.2024.23.s.944.5.sp","title":"A theoretical model for the development and introduction of gerontechnologies for use by dyads of older adults living with dementia and their family caregivers","year":2024,"lang":"en","type":"article","venue":"Gerontechnology","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Natural Sciences and Engineering Research Council of Canada; Réseau québécois de recherche sur le vieillissement; AGE-WELL","keywords":"Dementia; Family caregivers; Psychology; Gerontology; Aging in place; Developmental psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006707735,0.001049018,0.000375691,0.001912366,0.005680949,0.005074143,0.003590662,0.003390259,0.01952717],"category_scores_gemma":[0.0108784,0.0007175431,0.0008978902,0.00153443,0.006301092,0.006705652,0.003782504,0.002885267,0.001551058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009218059,"about_ca_system_score_gemma":0.01143595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282309,"about_ca_topic_score_gemma":0.01382043,"domain_scores_codex":[0.9955239,0.003078307,0.0001461291,0.0004928889,0.0003639135,0.0003949094],"domain_scores_gemma":[0.9922277,0.005180131,0.0005907259,0.0003832106,0.0009815436,0.0006366661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000471457,0.0004821485,0.004339428,0.000106717,0.00001334525,0.0003800246,0.03461819,0.001713077,0.0003835348,0.9410542,0.001361384,0.01550076],"study_design_scores_gemma":[0.0005012819,0.0006692644,0.008229177,0.0009932645,0.000138831,0.002400685,0.08391699,0.06258646,0.001419263,0.7379831,0.1010334,0.0001283433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1450396,0.0004489727,0.5306206,0.02770803,0.000272866,0.002457645,0.0005191008,0.0002962619,0.2926369],"genre_scores_gemma":[0.7034507,0.0003462039,0.2760369,0.001389342,0.00003150484,0.005231075,0.0002846908,0.00007004302,0.01315944],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01952717,"threshold_uncertainty_score":0.06688195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275018250937346,"score_gpt":0.2424771125116451,"score_spread":0.2297269300022716,"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."}}