{"id":"W4390192296","doi":"10.1002/alz.075156","title":"Brain Health PRO: An Interactive, Online, Educational Program for Dementia","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Simon Fraser University; Concordia University; University of Waterloo; Toronto Metropolitan University; Institut Universitaire de Gériatrie de Montréal; Horizon Health Network; University of British Columbia; Quebec Network for Research on Aging; University of British Columbia Hospital; Jewish General Hospital; Baycrest Hospital; University of Alberta; University of New Brunswick; Université de Montréal; Western University","funders":"","keywords":"Dementia; Usability; Health literacy; Focus group; Psychology; Medical education; System usability scale; Intervention (counseling); Literacy; Cognition; Applied psychology; Medicine; Gerontology; Web usability; Health care; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021727,0.0004647021,0.000264327,0.0009580019,0.0008345636,0.000579317,0.0009435546,0.0003874246,0.006279741],"category_scores_gemma":[0.002232591,0.0001349701,0.0003813488,0.000273681,0.0004234433,0.0005044662,0.001381638,0.0005115899,0.0008799067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054394,"about_ca_system_score_gemma":0.003535334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003207574,"about_ca_topic_score_gemma":0.005980979,"domain_scores_codex":[0.9991055,0.0005966251,0.00002790626,0.00005774713,0.00009329575,0.0001189706],"domain_scores_gemma":[0.9989489,0.0004647965,0.00005570644,0.00005274834,0.0001090821,0.000368753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00241075,0.02695472,0.01217677,0.002405207,0.00009730651,0.0006705751,0.00622906,0.001791219,0.007954434,0.00288871,0.01639538,0.9200259],"study_design_scores_gemma":[0.01806957,0.1279231,0.3194175,0.006037034,0.001226698,0.003583868,0.0214106,0.01561992,0.04327728,0.01465526,0.4283667,0.0004123813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8671157,0.001220948,0.05011409,0.002693676,0.000266864,0.01853412,0.001692029,0.00368425,0.05467824],"genre_scores_gemma":[0.7410344,0.001168881,0.2207595,0.001069984,0.0001062546,0.02223715,0.001058473,0.00007926751,0.01248606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006279741,"threshold_uncertainty_score":0.02100784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06387628219646826,"score_gpt":0.434157107338211,"score_spread":0.3702808251417428,"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."}}