{"id":"W2294295275","doi":"10.2196/iproc.4700","title":"Assistive Dressing System: A Capabilities Study for Personalized Support of Dressing Activities for People Living with Dementia","year":2015,"lang":"en","type":"article","venue":"Iproceedings","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Process (computing); Wearable computer; Internet privacy; Human–computer interaction; Psychology; Computer science; Embedded system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265018,0.0002287291,0.0006053479,0.0002201084,0.0002578291,0.0001263325,0.0001067152,0.0000574113,0.00003117017],"category_scores_gemma":[0.0006395389,0.0001819623,0.0001327778,0.0002039972,0.0001816732,0.0003748551,0.00006642262,0.0001069255,0.000001010196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181855,"about_ca_system_score_gemma":0.000546567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155853,"about_ca_topic_score_gemma":0.00002729675,"domain_scores_codex":[0.9980127,0.00002935257,0.0003490887,0.0004059114,0.0007153811,0.0004875898],"domain_scores_gemma":[0.9977468,0.0004204091,0.000234026,0.0001091788,0.001295796,0.0001937728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002713447,0.00105293,0.9363065,0.005049976,0.000980044,0.000006354627,0.04533042,7.282428e-7,0.005936702,0.0004178177,0.001202466,0.00100265],"study_design_scores_gemma":[0.01455365,0.01192492,0.1461628,0.002688518,0.002443645,0.00006968119,0.8067155,0.0006858096,0.01348768,0.00005589694,0.0007368997,0.000474986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894597,0.0001101909,0.004722848,0.0001305979,0.00007738274,0.002684866,0.00003030245,0.00008480468,0.002699308],"genre_scores_gemma":[0.9946566,0.00000133127,0.00234732,0.00003790828,0.0001483338,0.001026676,0.00001516031,0.00005090745,0.00171583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7901437,"threshold_uncertainty_score":0.7420205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019634997045632,"score_gpt":0.3298814907228851,"score_spread":0.2896851407524288,"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."}}