{"id":"W4399277541","doi":"10.2196/55961","title":"Making Co-Design More Responsible: Case Study on the Development of an AI-Based Decision Support System in Dementia Care","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Dementia; Decision support system; Process management; Psychology; Computer science; Engineering; Medicine; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04106128,0.001092897,0.000720986,0.002224337,0.01709882,0.007408528,0.003948215,0.005949853,0.002905812],"category_scores_gemma":[0.06896037,0.001009261,0.0013444,0.001540902,0.01168258,0.005606629,0.01028422,0.006832825,0.000753342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006893848,"about_ca_system_score_gemma":0.009932887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003775494,"about_ca_topic_score_gemma":0.008290112,"domain_scores_codex":[0.9333108,0.05598823,0.001812464,0.00170367,0.004062257,0.003122573],"domain_scores_gemma":[0.9279801,0.05158797,0.00412685,0.003675456,0.005305734,0.007323913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003045247,0.003033996,0.01485549,0.0009819887,0.00006520783,0.02390535,0.8865636,0.002162473,0.002369463,0.01401061,0.003644587,0.04810276],"study_design_scores_gemma":[0.0002086871,0.00170103,0.006372469,0.001144715,0.00007139863,0.01087091,0.8680149,0.006922044,0.004769722,0.008689168,0.09107286,0.0001621062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414228,0.0009124959,0.03097456,0.007014889,0.0001695513,0.001309207,0.00006508183,0.00008033261,0.01805108],"genre_scores_gemma":[0.966088,0.0007616507,0.02766351,0.001009939,0.00004921807,0.0006185539,0.00005045,0.00005186643,0.003706902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04106128,"threshold_uncertainty_score":0.2171554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099379410668493,"score_gpt":0.4147470088762428,"score_spread":0.3048090678093935,"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."}}