{"id":"W4413366237","doi":"10.5334/ijic.nacic24076","title":"Fostering Equity &amp;amp; Accessibility Through Community Co-Design.","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Business; Co-design; Computer science; Political science","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":[0.008824763,0.0003692146,0.000177666,0.001204375,0.004165415,0.003408565,0.001854709,0.0008412328,0.01081646],"category_scores_gemma":[0.008991422,0.0002167118,0.0003951883,0.0007713697,0.002854106,0.001953378,0.0132424,0.001298596,0.0009488224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029277,"about_ca_system_score_gemma":0.0171957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099243,"about_ca_topic_score_gemma":0.03855703,"domain_scores_codex":[0.9931059,0.004340571,0.0001261748,0.0004297854,0.001237883,0.0007596557],"domain_scores_gemma":[0.9938346,0.001669293,0.0004815967,0.0005597865,0.0008090793,0.002645705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001588759,0.002659343,0.01702591,0.001410039,0.00004964375,0.000408618,0.03312102,0.001069833,0.001659379,0.03214867,0.03078461,0.8795041],"study_design_scores_gemma":[0.0005811078,0.002512773,0.0388221,0.002901642,0.00015064,0.001276357,0.09247709,0.007906686,0.004004859,0.08119933,0.7680533,0.0001141606],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4042875,0.004338938,0.1929764,0.03846062,0.001027394,0.009782865,0.0006649116,0.001602932,0.3468586],"genre_scores_gemma":[0.841543,0.0009375074,0.1323347,0.002402267,0.0000944923,0.003576546,0.0002118457,0.0001274487,0.01877226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099243,"threshold_uncertainty_score":0.04667038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325641244665433,"score_gpt":0.393122613524171,"score_spread":0.2605584890576277,"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."}}