{"id":"W4417039705","doi":"10.3390/geriatrics10060161","title":"Qualitative Evaluation of an Online Technology to Support Rural Caregivers of People with Dementia","year":2025,"lang":"en","type":"article","venue":"Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Verily Life Sciences","keywords":"Thematic analysis; Usability; Qualitative research; Psychological intervention; Service (business); Dementia; Digital health; Digital divide; Intervention (counseling); Qualitative property","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":[0.02177711,0.0006573341,0.0006014102,0.001191527,0.005058061,0.002041663,0.001728145,0.001079925,0.004522986],"category_scores_gemma":[0.02930479,0.0004450521,0.0004878262,0.00105728,0.00353463,0.001613925,0.003889387,0.001230119,0.0004293333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005517416,"about_ca_system_score_gemma":0.008418329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00522348,"about_ca_topic_score_gemma":0.01283306,"domain_scores_codex":[0.9858869,0.01183271,0.0003722842,0.0003283667,0.0006568846,0.0009227897],"domain_scores_gemma":[0.9689785,0.02357438,0.00130922,0.0009092875,0.003468154,0.001760484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009446428,0.002783161,0.005903443,0.003511925,0.0000350356,0.002308444,0.9092348,0.0005155887,0.003594137,0.001774418,0.003353446,0.06604099],"study_design_scores_gemma":[0.0004554778,0.004397163,0.007759219,0.002199644,0.00008452054,0.0006401133,0.9468291,0.0005523808,0.00384378,0.001032968,0.03214782,0.0000576788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826725,0.0004763878,0.004333093,0.00128813,0.00009134598,0.003734404,0.0003994475,0.00005188077,0.006952886],"genre_scores_gemma":[0.9770908,0.0009832624,0.01096247,0.0008951408,0.00003441661,0.005552125,0.0001925706,0.00004018984,0.00424913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02177711,"threshold_uncertainty_score":0.1151697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519059057460079,"score_gpt":0.418641515270278,"score_spread":0.3834509246956773,"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."}}