{"id":"W2345169851","doi":"10.1145/2899380","title":"Expanding design possibilities for life with dementia","year":2016,"lang":"en","type":"article","venue":"interactions","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Reflection (computer programming); Dementia; Critical reflection; Health care; Sociology; Engineering ethics; Computer science; Psychology; Data science; Engineering; Medicine; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001581375,0.00005469995,0.00006293344,0.00007883181,0.0004015989,0.00003696077,0.000124928,0.00003890287,0.0002561578],"category_scores_gemma":[0.0005362484,0.00003620015,0.00003049556,0.00008510672,0.0001823434,0.0003606256,0.00001327665,0.00004199471,0.00004669838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007831092,"about_ca_system_score_gemma":0.0001166553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314753,"about_ca_topic_score_gemma":0.003365286,"domain_scores_codex":[0.999434,0.00004538852,0.00009708662,0.0001415612,0.00008434286,0.0001976429],"domain_scores_gemma":[0.9991186,0.0005683036,0.00004947162,0.000119483,0.00008843225,0.0000556991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0010651,0.0008465455,0.1122153,0.00006054005,0.001807584,0.0000179164,0.1302489,0.00003953535,0.05481761,0.2720979,0.263204,0.1635791],"study_design_scores_gemma":[0.003867555,0.0008317736,0.01150541,0.0008103268,0.0003168481,0.00002045619,0.08861821,0.00005118132,0.04717845,0.07181462,0.7739421,0.001043061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2730553,0.00007488648,0.691884,0.02475988,0.001009589,0.0008538865,0.00003694388,0.000759139,0.007566276],"genre_scores_gemma":[0.9876738,0.000009978481,0.007569629,0.00009240372,0.0001056793,0.0001568007,5.36167e-7,0.000008484074,0.004382641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7146185,"threshold_uncertainty_score":0.3088815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141503958086508,"score_gpt":0.3431597628291614,"score_spread":0.2917447232482963,"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."}}