{"id":"W4285030871","doi":"10.2196/34450","title":"Home-Based Electronic Cognitive Therapy in Patients With Alzheimer Disease: Feasibility Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Dementia; Neuropsychology; Cognitive training; Cognition; Medicine; Randomized controlled trial; Repeatable Battery for the Assessment of Neuropsychological Status; Physical therapy; Disease; Psychology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008205325,0.000293799,0.00130934,0.0009911408,0.0005167116,0.00007496009,0.00024563,0.00005148468,0.00272335],"category_scores_gemma":[0.0005293563,0.0001903712,0.0004084992,0.001353178,0.0006483087,0.0002580144,0.0001790477,0.001596215,0.00004607053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000636345,"about_ca_system_score_gemma":0.002006371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002624706,"about_ca_topic_score_gemma":0.000004973947,"domain_scores_codex":[0.9883463,0.005579029,0.000665897,0.0005303022,0.003602506,0.001275905],"domain_scores_gemma":[0.9956344,0.002207665,0.0001710782,0.0003400462,0.001287663,0.0003591785],"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":[0.8854265,0.007943446,0.1027918,0.00002992247,0.0006112632,0.00002570167,0.0005964144,0.000002344517,0.000003358685,0.0001029537,0.0001459271,0.002320397],"study_design_scores_gemma":[0.7613299,0.01316722,0.2238362,0.00005529764,0.00009029784,4.68892e-7,0.0004960003,0.0004080068,0.00004729652,0.0003167467,0.00008534863,0.0001671955],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576241,0.0005555293,0.00004683948,0.0005902167,0.00005473835,0.03907028,0.00006513578,0.00004114021,0.00195196],"genre_scores_gemma":[0.9712053,0.00004516157,0.000004397003,0.000213519,0.00004138376,0.02775593,0.0004005283,0.00003693108,0.0002968844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1240966,"threshold_uncertainty_score":0.9981883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332070061775303,"score_gpt":0.3880729321682532,"score_spread":0.3548659259907229,"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."}}