{"id":"W4404693155","doi":"10.2196/64718","title":"Internet-Based Dementia Prevention Intervention (DementiaRisk): Protocol for a Randomized Controlled Trial and Knowledge Translation","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; McGill University; McMaster University","funders":"","keywords":"Preprint; Dementia; Randomized controlled trial; The Internet; Protocol (science); Knowledge translation; Intervention (counseling); Medicine; Psychology; Computer science; Alternative medicine; World Wide Web; Nursing; Knowledge management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05887973,0.007738807,0.01373815,0.005197315,0.005379287,0.005404211,0.004346284,0.01044876,0.1351913],"category_scores_gemma":[0.05117686,0.005021269,0.005991948,0.006069572,0.00496099,0.004986614,0.003025474,0.0123033,0.02463888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00827863,"about_ca_system_score_gemma":0.02281139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959083,"about_ca_topic_score_gemma":0.006500425,"domain_scores_codex":[0.9573604,0.02652593,0.004712597,0.00311671,0.004720674,0.003563586],"domain_scores_gemma":[0.9750475,0.007875917,0.004633478,0.003406453,0.00599119,0.003045469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6402017,0.03133853,0.001376291,0.08250614,0.002874892,0.0006087048,0.001941773,0.005155466,0.0042155,0.0163059,0.08434475,0.1291303],"study_design_scores_gemma":[0.8472334,0.02867856,0.00262544,0.01157903,0.001108916,0.0001176491,0.0004463283,0.00429429,0.002061839,0.008680737,0.09286954,0.0003042918],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002715095,0.00006635347,0.0006659639,0.00006688619,0.0001339547,0.998092,0.00042391,0.00006438759,0.0002150751],"genre_scores_gemma":[0.0002125249,0.00003019797,0.0009285595,0.00004015545,0.00001245453,0.9986113,0.0000351635,0.000002379071,0.0001272619],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1351913,"threshold_uncertainty_score":0.45226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2594484663828633,"score_gpt":0.5879864456911755,"score_spread":0.3285379793083122,"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."}}