{"id":"W2007474472","doi":"10.2196/games.3480","title":"What Serious Video Games Can Offer Child Obesity Prevention","year":2014,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Agricultural Research Service; National Institutes of Health; U.S. Department of Agriculture","keywords":"Childhood obesity; Physical activity; Video game; Psychology; Internet privacy; Child obesity; Obesity; Developmental psychology; Medicine; Multimedia; Computer science; Physical therapy","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":[0.0002530308,0.0004524883,0.0008145064,0.000144734,0.0001889589,0.0001868227,0.0002575108,0.0002391076,0.0002001067],"category_scores_gemma":[0.00009772566,0.0004067707,0.0003518172,0.0003092895,0.0001783153,0.0006188642,0.0002139235,0.0005306268,0.0003639818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724618,"about_ca_system_score_gemma":0.000080286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239518,"about_ca_topic_score_gemma":0.0007891278,"domain_scores_codex":[0.9974257,0.0002009691,0.0003831237,0.000732103,0.0005999816,0.0006581082],"domain_scores_gemma":[0.9982391,0.00009244683,0.0002057737,0.0009218025,0.0001487602,0.000392102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00087439,0.03946443,0.5067908,0.002878977,0.001165444,0.0002338562,0.003968831,0.00004773166,0.01589375,0.003681504,0.03872998,0.3862703],"study_design_scores_gemma":[0.001709365,0.00115505,0.9393975,0.0005537263,0.0001701757,0.0001016957,0.0001680279,0.0002072305,0.008993785,0.002791404,0.04426508,0.0004870052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886581,0.0003146279,0.00002414806,0.004341749,0.0007771274,0.001281357,0.000008914439,0.0004221271,0.004171872],"genre_scores_gemma":[0.9903722,0.0002416801,0.0001433347,0.001310276,0.0009398009,0.0001604915,0.00006162238,0.00008741025,0.006683141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4326067,"threshold_uncertainty_score":0.9998384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008705587575491839,"score_gpt":0.2676648847454487,"score_spread":0.2589592971699569,"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."}}