{"id":"W1856555195","doi":"10.2196/games.4002","title":"Effects of Social Network Exposure on Nutritional Learning: Development of an Online Educational Platform","year":2015,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. National Library of Medicine","keywords":"Psychological intervention; Control (management); Psychology; Set (abstract data type); Medical education; Applied psychology; Medicine; Computer science; Artificial intelligence","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":[0.001879148,0.000327833,0.0003333709,0.0003698193,0.0005226713,0.0005691015,0.0003936714,0.0004332726,0.004021981],"category_scores_gemma":[0.004543944,0.0001470262,0.0005077334,0.0001498364,0.0003247924,0.0006037439,0.001056503,0.000504816,0.0002321933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093813,"about_ca_system_score_gemma":0.000977107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008216662,"about_ca_topic_score_gemma":0.001606965,"domain_scores_codex":[0.9989899,0.0005648586,0.00005469534,0.0000896933,0.000167545,0.0001333338],"domain_scores_gemma":[0.9967332,0.001697797,0.0002637882,0.0001512393,0.0002422742,0.0009117844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01372117,0.184033,0.1119133,0.001685544,0.0004018249,0.0005472564,0.004695805,0.0009036648,0.02787729,0.0005955932,0.001387703,0.6522379],"study_design_scores_gemma":[0.005446821,0.2767348,0.6772446,0.0005230907,0.001175345,0.0004305269,0.003090973,0.004929634,0.01987018,0.0005930974,0.00987982,0.00008105764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979989,0.000067257,0.0002331009,0.0001334649,0.00002028074,0.0003658566,0.00001829968,0.00001492261,0.001147979],"genre_scores_gemma":[0.9946207,0.0001830453,0.003617844,0.00007073163,0.00003099226,0.0007057322,0.00004220784,0.000004139547,0.0007246581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004021981,"threshold_uncertainty_score":0.01345485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05247887122028735,"score_gpt":0.4127453574164375,"score_spread":0.3602664861961502,"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."}}