{"id":"W4415284002","doi":"10.2196/73690","title":"Empowering Children With Down Syndrome by Enhancing Emergency Preparedness Through Serious Games: Quasi-Experimental Study With a Between-Group Design","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Down syndrome; Emergency response; Emergency management; Training (meteorology); Emergency department","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":[0.005126666,0.002066102,0.002967348,0.001301991,0.002348682,0.001086322,0.00223254,0.00211264,0.006616092],"category_scores_gemma":[0.005074742,0.001677698,0.001493855,0.0004682303,0.002514235,0.001203483,0.001333638,0.002694019,0.0007828138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676098,"about_ca_system_score_gemma":0.004217051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506868,"about_ca_topic_score_gemma":0.004577381,"domain_scores_codex":[0.9957705,0.001617926,0.000359855,0.0007864668,0.0005853606,0.0008798108],"domain_scores_gemma":[0.9963853,0.001348697,0.0005235528,0.0005097951,0.0004378727,0.0007948191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05314429,0.8912287,0.007313645,0.000990263,0.0002254483,0.0003305321,0.004458372,0.0006363394,0.01392395,0.000719832,0.000637264,0.02639144],"study_design_scores_gemma":[0.09451916,0.8631315,0.02744905,0.0001269618,0.0002729108,0.0001128968,0.003694889,0.001112728,0.004842968,0.0005975747,0.004058281,0.00008107634],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741406,0.00007365613,0.0007532054,0.00007427362,0.0001046895,0.02425019,0.0001669253,0.00002631181,0.0004100639],"genre_scores_gemma":[0.7943075,0.0004584461,0.01992345,0.0004017666,0.0002240647,0.1808391,0.0003595038,0.00001661073,0.003469703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006616092,"threshold_uncertainty_score":0.02711272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443706286176046,"score_gpt":0.3416674583475439,"score_spread":0.3272303954857834,"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."}}