{"id":"W3201475526","doi":"10.2196/30652","title":"e-Learning and Web-Based Tools for Psychosocial Interventions Addressing Neuropsychiatric Symptoms of Dementia During the COVID-19 Pandemic in Tokyo, Japan: Quasi-Experimental Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Policy-Based Medical Services Foundation","keywords":"Dementia; Psychosocial; Psychological intervention; Medicine; Pandemic; Social distance; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.007464129,0.001107595,0.001664857,0.001028963,0.001766437,0.0007974644,0.000974429,0.00122716,0.003417685],"category_scores_gemma":[0.005683589,0.001341541,0.001313719,0.0004625855,0.001521954,0.001159694,0.0009250067,0.001386329,0.0004337551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262241,"about_ca_system_score_gemma":0.003618349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399546,"about_ca_topic_score_gemma":0.004410327,"domain_scores_codex":[0.9963093,0.001895943,0.0003500973,0.0004529151,0.0004084069,0.0005832499],"domain_scores_gemma":[0.9945997,0.00234517,0.0008489297,0.0005678326,0.0006655742,0.0009727645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03050778,0.8827108,0.0235916,0.001593964,0.0002047494,0.0003641454,0.008633694,0.0004271044,0.007208602,0.0002456332,0.0005410729,0.04397085],"study_design_scores_gemma":[0.04772913,0.8567402,0.08080019,0.0002571526,0.0004242613,0.000122987,0.006388727,0.001348261,0.003048586,0.0002566547,0.002778807,0.0001050917],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926933,0.00006704227,0.0002558079,0.00004165854,0.00002926109,0.006600061,0.00004921645,0.000007065663,0.0002565271],"genre_scores_gemma":[0.9511951,0.0003615599,0.007189973,0.0003484477,0.000173346,0.03918153,0.0001482768,0.000006968916,0.001394715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007464129,"threshold_uncertainty_score":0.03947455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04425886232038694,"score_gpt":0.4438682458011385,"score_spread":0.3996093834807516,"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."}}