{"id":"W4413326421","doi":"10.1177/2327857925141002","title":"Can Pictograms Help Older Adults to Assess Their Own Level of Functional Capacity? Using Human Centered Design Methods to Develop and Validate Pictograms for the Functional Assessment of Activities of Daily Living","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Ottawa Hospital; University of Ottawa; Bruyère","funders":"","keywords":"Pictogram; Activities of daily living; Psychology; Computer science; Medicine; Physical therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0009419347,0.0001739595,0.0003751217,0.0002870046,0.0001937189,0.00003869692,0.0002079877,0.00005511892,0.000009786719],"category_scores_gemma":[0.0001554242,0.0001186575,0.00008774233,0.0002075418,0.0001172594,0.00007831187,0.0002313876,0.0001618486,9.280892e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450611,"about_ca_system_score_gemma":0.0002513242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009415373,"about_ca_topic_score_gemma":0.0002275771,"domain_scores_codex":[0.9985431,0.00004344188,0.0006026125,0.000278129,0.0003252217,0.000207505],"domain_scores_gemma":[0.9980165,0.0004997282,0.0003639729,0.0000887026,0.0009525771,0.00007849496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001016853,0.00033682,0.8687581,0.001788763,0.0003899883,3.936947e-8,0.007180012,0.0002278463,0.1127893,0.003609931,0.00008407275,0.003818265],"study_design_scores_gemma":[0.0008868608,0.0005850068,0.8846469,0.0018223,0.00004131323,0.000001188096,0.01008521,0.000455856,0.1012351,0.0001027968,0.00004816972,0.00008932707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893658,0.00002739905,0.008281734,0.0006007762,0.0002374613,0.001221738,0.0001672507,0.000004704077,0.00009319456],"genre_scores_gemma":[0.9952947,0.00002307616,0.0042919,0.0001834653,0.00003741157,0.00008438357,0.00001938589,0.00001399852,0.00005160516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588878,"threshold_uncertainty_score":0.4838711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1930581731950051,"score_gpt":0.4173128373594697,"score_spread":0.2242546641644646,"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."}}