{"id":"W4224244414","doi":"10.1016/j.ajp.2022.103135","title":"New assistive technologies in dementia and mild cognitive impairment care: A PubMed review","year":2022,"lang":"en","type":"review","venue":"Asian Journal of Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto East General Hospital; University of Saskatchewan","funders":"","keywords":"Dementia; Biopsychosocial model; Activities of daily living; Cognition; Health care; Cognitive impairment; Gerontology; MEDLINE; Psychology; Medicine; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001096891,0.0005068221,0.00231418,0.001099449,0.00009734987,0.00004658815,0.0003458901,0.0002115753,0.0006860067],"category_scores_gemma":[0.0002580843,0.0003874183,0.0007923801,0.001014767,0.0001159878,0.0001332306,0.0002572601,0.001862216,0.00001114917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003444224,"about_ca_system_score_gemma":0.002933875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005811158,"about_ca_topic_score_gemma":0.00001758045,"domain_scores_codex":[0.9961939,0.0004080323,0.001438928,0.000462083,0.0008985819,0.000598463],"domain_scores_gemma":[0.9980003,0.0001018159,0.001116477,0.0002601008,0.0001847196,0.0003365852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001170114,0.0002597309,0.0102159,0.03664883,0.001390644,0.0003656187,0.00006672608,1.628356e-9,9.186092e-9,0.0000224288,0.008924937,0.9419882],"study_design_scores_gemma":[0.003393757,0.002133966,0.01388167,0.1498593,0.00960155,0.002096051,0.005319753,2.550327e-8,4.282599e-7,0.0001435364,0.8131742,0.0003957524],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001873503,0.990512,0.000035352,0.002958643,0.0005929772,0.002876495,0.00003386223,0.00002623231,0.002945694],"genre_scores_gemma":[0.0001237968,0.997568,0.001261795,0.0002435468,0.0002177593,0.0003067737,0.00005278867,0.00005704036,0.0001685681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9415924,"threshold_uncertainty_score":0.9998578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047819593793465,"score_gpt":0.3514186006495302,"score_spread":0.3209404047115956,"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."}}