{"id":"W4205510834","doi":"10.1002/alz.054750","title":"Using motion‐based technology to measure movement confidence among people with dementia and mild cognitive impairment","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Confidence interval; Psychology; Movement (music); Cognition; Physical medicine and rehabilitation; Dementia; Coding (social sciences); Physical therapy; Medicine; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377981,0.0003786278,0.0005101417,0.001556399,0.000465253,0.0008419144,0.0004948326,0.000611892,0.001405584],"category_scores_gemma":[0.004516554,0.0002131766,0.0006295021,0.000784697,0.0002103146,0.0005508195,0.001003253,0.0005781556,0.0002794906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775348,"about_ca_system_score_gemma":0.0002738172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054461,"about_ca_topic_score_gemma":0.007976139,"domain_scores_codex":[0.9992811,0.0001920991,0.000126061,0.00009575556,0.0002093753,0.00009558732],"domain_scores_gemma":[0.9988244,0.0002178768,0.0004846362,0.00004102885,0.0002704111,0.0001616402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004842337,0.001067848,0.9362169,0.0003393035,0.0001820509,0.0001006721,0.003152475,0.0001774131,0.001221159,0.0000501397,0.0005291731,0.05647857],"study_design_scores_gemma":[0.00002450666,0.0007710405,0.9962347,0.00007283889,0.00004497276,0.0001155623,0.00162248,0.0003997114,0.0002951557,0.00005731171,0.0003459527,0.00001581717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981422,0.0002113321,0.0002731376,0.00004080244,0.000006620784,0.0001296453,0.0002918341,0.000007356578,0.0008970865],"genre_scores_gemma":[0.9978755,0.0001579464,0.001041381,0.0000421094,0.000007067999,0.0002717936,0.0002703124,0.000001073337,0.0003328104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004054461,"threshold_uncertainty_score":0.008061707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591894893648183,"score_gpt":0.3313194504619392,"score_spread":0.2954005015254574,"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."}}