{"id":"W4294578527","doi":"10.3233/shti220858","title":"Developing Innovative Solutions for Universal Design in Healthcare and Other Sectors","year":2022,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Health care; Residence; Universal design; Design for All; Quarter (Canadian coin); Engineering; Medical education; Knowledge management; Computer science; Medicine; Political science; Geography; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02318028,0.001065552,0.000625789,0.00214779,0.002901518,0.007196462,0.002975567,0.003758764,0.009890486],"category_scores_gemma":[0.02422824,0.0005994482,0.001486073,0.001281139,0.006132887,0.007771221,0.01382076,0.004164369,0.002527145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004556139,"about_ca_system_score_gemma":0.01202213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199188,"about_ca_topic_score_gemma":0.003089165,"domain_scores_codex":[0.9760325,0.01469099,0.001172454,0.001405761,0.005311619,0.001386685],"domain_scores_gemma":[0.9871218,0.005098489,0.001089212,0.002354642,0.002670178,0.001665737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006980711,0.0006578012,0.004423643,0.00293234,0.0001052278,0.0002602129,0.02152356,0.003320047,0.004114093,0.3088614,0.03493706,0.6187949],"study_design_scores_gemma":[0.00007912758,0.0007064642,0.003552509,0.003720893,0.00007504019,0.0006242145,0.01896451,0.003648503,0.002844806,0.2539742,0.7117339,0.00007591113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04003741,0.01389637,0.6476091,0.08086543,0.003296487,0.002446148,0.0001764466,0.002064192,0.2096083],"genre_scores_gemma":[0.2356769,0.007545131,0.7114618,0.01291108,0.0005283314,0.001890449,0.0002722685,0.0003926396,0.02932143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02318028,"threshold_uncertainty_score":0.1225905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139117136668732,"score_gpt":0.339248435505931,"score_spread":0.2001312988371991,"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."}}