{"id":"W3015853593","doi":"10.2196/16431","title":"Nutritional Education and Promotion of Healthy Eating Behaviors Among Mexican Children Through Video Games: Design and Pilot Test of FoodRateMaster","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Promotion (chess); Test (biology); Video game; Psychology; Perception; Healthy food; Cognition; Healthy eating; Medicine; Obesity; Gerontology; Developmental psychology; Physical activity; Physical therapy; Multimedia; Psychiatry; Food science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001494029,0.0001540869,0.0002483045,0.0000707839,0.00006322833,0.00002265815,0.00008953134,0.00008205266,0.0000917435],"category_scores_gemma":[0.00005263173,0.0001539811,0.00003408725,0.0002020553,0.0001867986,0.000186451,0.00002466185,0.0001150015,0.000003516818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002084246,"about_ca_system_score_gemma":0.0001067441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814709,"about_ca_topic_score_gemma":0.00001077057,"domain_scores_codex":[0.9987195,0.0001347615,0.0004591577,0.0003623375,0.0001619519,0.000162327],"domain_scores_gemma":[0.9990537,0.0001449852,0.0003865104,0.0001698345,0.0001414124,0.0001035866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003070073,0.003160778,0.913058,0.0004754305,0.00008431621,5.222285e-7,0.02676108,0.000009791624,0.01235106,0.004461416,0.002473661,0.03685695],"study_design_scores_gemma":[0.0005811318,0.002169722,0.9928452,0.0001474353,0.00003783113,0.00002061056,0.002215804,0.00004074249,0.000938589,0.0006375205,0.0002200805,0.0001453316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944574,0.001137315,0.0004722026,0.002337526,0.000109042,0.001163552,0.00003688135,0.00002962806,0.0002564553],"genre_scores_gemma":[0.994958,0.00007810422,0.00393575,0.0003105731,0.0001548984,0.0003521496,0.00008199055,0.00002366448,0.0001048857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07978721,"threshold_uncertainty_score":0.6279167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881007302653103,"score_gpt":0.3321193387486288,"score_spread":0.2933092657220978,"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."}}