{"id":"W3208215271","doi":"10.2196/31841","title":"Intervention for a Digital, Cognitive, Multi-Domain Alzheimer Risk Velocity Study: Protocol for a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Intervention (counseling); Cognition; Medicine; Dementia; Psychology; Physical therapy; Computer science; Physical medicine and rehabilitation; Alternative medicine; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02839049,0.00884879,0.01677776,0.003052222,0.004427266,0.005346336,0.004267515,0.009448363,0.09242695],"category_scores_gemma":[0.02520888,0.003797654,0.005507681,0.004459321,0.004120474,0.004864017,0.002775284,0.01158822,0.01672734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005431565,"about_ca_system_score_gemma":0.01615123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003698963,"about_ca_topic_score_gemma":0.00601339,"domain_scores_codex":[0.9782546,0.01198339,0.00231957,0.00241033,0.002489097,0.002543144],"domain_scores_gemma":[0.989612,0.002295999,0.002297461,0.001418113,0.002548132,0.001828131],"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":[0.9079258,0.01677334,0.0009749007,0.02057303,0.003259235,0.0002404324,0.0003915291,0.001457613,0.001414142,0.004154724,0.02190127,0.02093387],"study_design_scores_gemma":[0.9733905,0.008788952,0.0009479372,0.001887834,0.000636866,0.00002876881,0.00008013879,0.001146311,0.0003114884,0.001374192,0.01135029,0.00005678374],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001108114,0.0002247961,0.0008096877,0.0001360581,0.0003040046,0.9959108,0.0008851808,0.0001068816,0.0005146539],"genre_scores_gemma":[0.0009890364,0.00007109653,0.0008722895,0.0001090353,0.00003130352,0.9975622,0.00009234944,0.00000415,0.0002685333],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09242695,"threshold_uncertainty_score":0.309199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274874999497299,"score_gpt":0.5826431570936009,"score_spread":0.3551556571438711,"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."}}