{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006961026,0.001137285,0.0005519623,0.001369138,0.003030953,0.007302674,0.001664991,0.006652664,0.0100427],"category_scores_gemma":[0.01061017,0.0003342403,0.001127378,0.000671779,0.005663022,0.01003087,0.00484207,0.009719403,0.002532343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647072,"about_ca_system_score_gemma":0.002235399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007090532,"about_ca_topic_score_gemma":0.002616054,"domain_scores_codex":[0.9961131,0.002378385,0.0002265257,0.0001922388,0.0009280747,0.0001616402],"domain_scores_gemma":[0.9921142,0.005785973,0.000246703,0.0002408719,0.0007620456,0.0008502668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004294457,0.0000530991,0.0002497344,0.0007778349,0.00001901011,0.000384253,0.009431621,0.0001938177,0.0005315816,0.07473823,0.7065983,0.2069796],"study_design_scores_gemma":[0.000006373958,0.00001594807,0.00006003375,0.0003828263,0.000006491094,0.0002763995,0.00163137,0.00007685422,0.00007506475,0.01466389,0.9827952,0.000009557154],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001315271,0.1356166,0.02036835,0.614283,0.1859771,0.00005495385,0.00004178787,0.0004249824,0.04191794],"genre_scores_gemma":[0.05394189,0.250068,0.04652548,0.2964136,0.1983349,0.0005771091,0.0001330744,0.0008668809,0.1531391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0100427,"threshold_uncertainty_score":0.03681391,"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."}}