{"id":"W4391779168","doi":"10.2196/49478","title":"MyDiabetic, a serious game to support children’s education in diabetes mellitus I: Iterative Participatory Co-Design and Feasibility Study (Preprint)","year":2023,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Citizen journalism; Participatory design; Computer science; Medicine; Engineering; Operations management; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001414265,0.000289061,0.0005519481,0.0005835406,0.00008131127,0.0001369541,0.0001863868,0.00008922479,0.0001780613],"category_scores_gemma":[0.0002040142,0.0002582149,0.00006956134,0.0007486084,0.000129849,0.0001663938,0.0002409514,0.0002837911,0.0004071586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171376,"about_ca_system_score_gemma":0.0003067992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002749113,"about_ca_topic_score_gemma":0.00004983125,"domain_scores_codex":[0.9971356,0.000379773,0.0004515687,0.0007916887,0.0004781731,0.0007631432],"domain_scores_gemma":[0.9986451,0.0001470786,0.00007402958,0.0006430812,0.0001108966,0.0003797915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001900105,0.001728662,0.8617727,0.0001741228,0.000119731,0.00003269733,0.006292003,0.00004624339,0.0009306996,0.00001588602,0.004282547,0.1244147],"study_design_scores_gemma":[0.001719857,0.002413977,0.9905773,0.0001135037,0.0000493893,0.000001153033,0.00158627,0.0003559824,0.001643047,0.000173814,0.001103014,0.0002627115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890415,0.0002343734,0.000006348588,0.0008170514,0.0001268996,0.009028174,0.000008044785,0.0002273428,0.0005102525],"genre_scores_gemma":[0.9942474,0.00004997139,0.0001119227,0.0004175877,0.00008712421,0.002174663,0.00004993798,0.00004636347,0.002814976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288046,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230195175135208,"score_gpt":0.3810072804580776,"score_spread":0.3387053287067255,"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."}}