{"id":"W6907712859","doi":"10.25384/sage.c.6679336","title":"User-centered design of feedback regarding health-related behaviors derived from wearables: An approach targeting older adults and persons living with neurodegenerative disease","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wearable computer; Wearable technology; Descriptive statistics; Activities of daily living; Disease; Cognition; Cohort; Focus group; Sample (material)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002162612,0.001019924,0.001572226,0.0008144014,0.0004625819,0.0004268995,0.001536079,0.0003458651,0.001156019],"category_scores_gemma":[0.0007042505,0.000901292,0.0001192468,0.0007780917,0.0002816586,0.001194051,0.0008534685,0.001298415,0.00004761555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181646,"about_ca_system_score_gemma":0.0005357879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043803,"about_ca_topic_score_gemma":0.0008075373,"domain_scores_codex":[0.991865,0.002717023,0.001262021,0.002052292,0.001074951,0.001028736],"domain_scores_gemma":[0.9932062,0.0003615189,0.002907722,0.002262224,0.00013918,0.001123123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005361905,0.008088026,0.1854439,0.004210449,0.01201181,0.00302099,0.06745332,0.007061915,0.02182055,0.000002633324,0.6561956,0.02932886],"study_design_scores_gemma":[0.02827692,0.00154718,0.2540606,0.5273752,0.008287561,0.0003944647,0.07992943,0.08883185,0.0003073415,0.00001944622,0.001081466,0.009888601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2776136,0.3815297,0.06718434,0.0004350586,0.001521416,0.01417624,0.2518185,0.004667086,0.001053986],"genre_scores_gemma":[0.4418128,0.1190365,0.3104656,0.0004772304,0.003548776,0.0005931868,0.03239782,0.04600578,0.04566232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6551142,"threshold_uncertainty_score":0.9997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05990395707276688,"score_gpt":0.2973913802039974,"score_spread":0.2374874231312305,"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."}}