{"id":"W4406224380","doi":"10.1002/alz.086878","title":"Protocol for an acceptability and feasibility study of sensor‐instrumented SmartSocks® for use by people with dementia","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Protocol (science); Dementia; Computer science; Embedded system; Psychology; Medicine; Alternative medicine","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":[0.05426099,0.004018436,0.005557373,0.003629934,0.007141555,0.003511632,0.003810799,0.006703266,0.113015],"category_scores_gemma":[0.05975806,0.00497899,0.005500198,0.002448896,0.003090672,0.00408591,0.004094434,0.0117893,0.03191696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006789343,"about_ca_system_score_gemma":0.02511341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004104469,"about_ca_topic_score_gemma":0.007105267,"domain_scores_codex":[0.9756821,0.01235138,0.00469707,0.001646159,0.003020839,0.002602502],"domain_scores_gemma":[0.9400627,0.01748199,0.004044832,0.009331006,0.02440132,0.00467817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1621699,0.1135075,0.008136211,0.06180456,0.0008530768,0.004198571,0.025837,0.006827821,0.01222653,0.02234655,0.2002486,0.3818438],"study_design_scores_gemma":[0.2251495,0.1235812,0.04910182,0.02308996,0.0006285597,0.0009179941,0.01606024,0.006409817,0.008782434,0.01937477,0.5256534,0.001250354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001601764,0.00004892338,0.001082044,0.0001238491,0.000137794,0.9956528,0.0005174074,0.00004323707,0.0007921571],"genre_scores_gemma":[0.0005262473,0.00002661193,0.001025518,0.00006716327,0.0000155081,0.998067,0.00005993557,0.000002917456,0.0002091378],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.113015,"threshold_uncertainty_score":0.378073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07694649125862603,"score_gpt":0.3925158365524689,"score_spread":0.3155693452938428,"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."}}