{"id":"W2890779682","doi":"10.2196/10952","title":"User-Driven Living Lab for Assistive Technology to Support People With Dementia Living at Home: Protocol for Developing Co-Creation–Based Innovations","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Context (archaeology); Focus group; Psychological intervention; Independent living; Activities of daily living; Aging in place; Protocol (science); Psychology; Caregiver burden; Gerontology; Nursing; Medicine; Psychiatry; Business; Alternative medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002742555,0.0003065984,0.0003569047,0.001650319,0.002387412,0.0003410185,0.0007728474,0.0003271929,0.0002128262],"category_scores_gemma":[0.001484306,0.0002799036,0.00005189931,0.004333563,0.0005231155,0.0005788327,0.0008641532,0.0003743744,0.0001342081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004855162,"about_ca_system_score_gemma":0.0006847772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001386158,"about_ca_topic_score_gemma":0.0004189965,"domain_scores_codex":[0.9970447,0.00005474435,0.0005692942,0.000730997,0.0005711063,0.001029104],"domain_scores_gemma":[0.9945542,0.0004076572,0.000350286,0.0004330945,0.00423062,0.00002419776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001393844,0.0008722799,0.6600811,0.003472619,0.0002710522,0.000004034286,0.0009111079,0.000006535139,0.001873835,0.2589611,0.06105768,0.01109485],"study_design_scores_gemma":[0.002315863,0.001089852,0.07863484,0.003076199,0.000009955313,0.000001304082,0.0005336338,0.0004660059,0.006058315,0.002172299,0.9049722,0.0006695652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003559554,8.378984e-8,0.07020713,0.002639845,0.00001426422,0.920121,0.00001496011,0.0003800796,0.003063117],"genre_scores_gemma":[0.01548354,9.749447e-9,0.05874125,0.0005163982,0.0003815453,0.9238943,0.0000505778,0.00007534666,0.0008570032],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8439145,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328997869889388,"score_gpt":0.485333235318286,"score_spread":0.3524334483293473,"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."}}