{"id":"W3080875899","doi":"10.2196/19495","title":"Motion-Based Technology for People With Dementia Training at Home: Three-Phase Pilot Study Assessing Feasibility and Efficacy","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Physical medicine and rehabilitation; Medicine; Training (meteorology); Phase (matter); Psychology; Physical therapy; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007147409,0.001978655,0.00203217,0.001276731,0.002093739,0.0008102807,0.001195338,0.001820797,0.00222112],"category_scores_gemma":[0.004354858,0.0009262295,0.002449005,0.0006833047,0.001432722,0.0012694,0.001314773,0.001843893,0.0006247587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333727,"about_ca_system_score_gemma":0.003316693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005166559,"about_ca_topic_score_gemma":0.006736252,"domain_scores_codex":[0.9974789,0.001061378,0.0001967284,0.0002817224,0.0002568468,0.0007245074],"domain_scores_gemma":[0.9961796,0.001005704,0.0004369354,0.0004588486,0.0007008483,0.001218054],"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":[0.1233195,0.7804939,0.03504889,0.0007792383,0.0003682583,0.0004423177,0.003858024,0.0007642827,0.008979098,0.00007010553,0.000502255,0.04537417],"study_design_scores_gemma":[0.04289187,0.8932492,0.06047235,0.00003624739,0.0001935767,0.00007213442,0.0009361209,0.0003686092,0.001299002,0.00005837803,0.0003830513,0.00003958204],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927972,0.00004871965,0.0002074444,0.00002973924,0.00001520043,0.006562826,0.0001412867,0.00001773149,0.0001798428],"genre_scores_gemma":[0.9774157,0.0001876868,0.00315502,0.0002384583,0.00007193798,0.0179299,0.0004665827,0.000007908912,0.0005268642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007147409,"threshold_uncertainty_score":0.0377996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09831611765340337,"score_gpt":0.4383145776589231,"score_spread":0.3399984600055197,"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."}}