{"id":"W7128160271","doi":"10.5327/rpda25217","title":"Digital cognitive training for functionality in mild cognitive impairment: a randomized controlled clinical trial","year":2025,"lang":"","type":"article","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal do Rio Grande do Sul","keywords":"Cognition; Randomized controlled trial; Cognitive training; Clinical trial; Activities of daily living; Treatment and control groups; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002105361,0.001575245,0.004172681,0.0008449088,0.000754903,0.001144058,0.001193109,0.002681234,0.007947793],"category_scores_gemma":[0.002997806,0.0005933424,0.001815766,0.000718206,0.001337382,0.0009267551,0.0005271881,0.002048854,0.0007164945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016819,"about_ca_system_score_gemma":0.001940796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394103,"about_ca_topic_score_gemma":0.004975747,"domain_scores_codex":[0.9988613,0.0005306528,0.0001202033,0.0002026935,0.0001134608,0.0001717611],"domain_scores_gemma":[0.9987301,0.0004067893,0.0002736587,0.0000813726,0.0001160723,0.0003919404],"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":[0.9807774,0.007310962,0.0002519038,0.001258071,0.000654968,0.00003363419,0.00003451742,0.00009235489,0.0006608568,0.00008211355,0.0004321827,0.008411074],"study_design_scores_gemma":[0.9717023,0.02659013,0.0008782822,0.00006596338,0.0002821292,0.000008313586,0.00001244989,0.0001217265,0.0000697826,0.00004746332,0.000214492,0.000006930683],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581283,0.01231578,0.0009109586,0.001129702,0.001743661,0.02101733,0.001379883,0.0002083518,0.003166019],"genre_scores_gemma":[0.9475817,0.006139339,0.003656709,0.001632167,0.001156644,0.03490325,0.0009104346,0.00002001485,0.003999812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007947793,"threshold_uncertainty_score":0.02658802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08500970488397924,"score_gpt":0.4349039636135522,"score_spread":0.3498942587295729,"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."}}