{"id":"W4312086302","doi":"10.1002/alz.068135","title":"Feasibility of community‐based remote, biometric data collection in persons with Alzheimer’s disease and behavioral symptoms","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; University of Toronto","funders":"","keywords":"Actigraphy; Data collection; Dementia; Medicine; Intervention (counseling); Physical therapy; Cognition; Physical medicine and rehabilitation; Disease; Psychology; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007402071,0.0005004214,0.000707162,0.0003383776,0.0008455967,0.0006682586,0.0004936666,0.0007464945,0.002089475],"category_scores_gemma":[0.01037087,0.000381383,0.0009779368,0.0003072757,0.0005037961,0.0006434375,0.0007037565,0.0007398172,0.0002167238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033782,"about_ca_system_score_gemma":0.001226739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703358,"about_ca_topic_score_gemma":0.002789912,"domain_scores_codex":[0.9922892,0.005830079,0.0005635151,0.0005244631,0.0004737747,0.0003189312],"domain_scores_gemma":[0.9951593,0.001952803,0.001184431,0.0004887102,0.0005922382,0.0006225335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3343681,0.1324773,0.3084241,0.002265504,0.002196069,0.0001652685,0.002295251,0.0008238844,0.007570936,0.000170216,0.0013295,0.2079138],"study_design_scores_gemma":[0.08152805,0.4172264,0.490031,0.0003367459,0.001721703,0.0001954067,0.001286627,0.001893742,0.00341674,0.0001864788,0.002107094,0.00007001271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972448,0.0003313103,0.0004384898,0.00007142118,0.00002612771,0.001218937,0.0001216578,0.00001331414,0.0005339131],"genre_scores_gemma":[0.9969378,0.0001183308,0.001029891,0.00006863067,0.00003424477,0.001560606,0.00009545697,0.000001773767,0.0001533657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007402071,"threshold_uncertainty_score":0.03914642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348215450051286,"score_gpt":0.3846815010441449,"score_spread":0.2498599560390163,"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."}}