{"id":"W3009450779","doi":"10.1145/3386280.3386283","title":"Empowering people with dementia to share and socialize","year":2020,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Storytelling; Dementia; Situated; Best practice; Face (sociological concept); Public relations; Work (physics); Psychology; Sociology; Knowledge management; Computer science; Political science; Medicine; Engineering; Narrative","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005742391,0.0002065796,0.0003460738,0.00004141671,0.001503173,0.0000812254,0.0003684665,0.0000937904,0.0002042362],"category_scores_gemma":[0.000198483,0.0001722092,0.00002285721,0.0003346661,0.00003822596,0.000289616,0.001369893,0.000374377,0.00001837136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004775857,"about_ca_system_score_gemma":0.0001124425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006389971,"about_ca_topic_score_gemma":0.0006457198,"domain_scores_codex":[0.9977481,0.0002281092,0.0005788688,0.0006169309,0.0002653523,0.000562573],"domain_scores_gemma":[0.9982928,0.0005290778,0.0002297687,0.0002653566,0.0001036086,0.0005794142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522579,0.00003154872,0.9594488,0.0022719,0.00002365814,0.000002075549,0.02015327,0.000008606083,0.00003759993,0.0001096337,0.0002048829,0.01755578],"study_design_scores_gemma":[0.002019904,0.0005825693,0.9747478,0.001402019,0.00006355959,9.427983e-7,0.01509224,0.002512588,0.0001649999,0.0007189288,0.002173458,0.0005210278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925676,0.0003919444,0.002221248,0.002583914,0.0001826161,0.001140552,0.00002261522,0.0001143535,0.0007751529],"genre_scores_gemma":[0.9874158,0.00002244766,0.002089709,0.01011747,0.0002316391,0.0000496312,0.0000383553,0.00001983339,0.0000150996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703476,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.18535036289514,"score_gpt":0.4470991701544183,"score_spread":0.2617488072592783,"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."}}