{"id":"W4385715564","doi":"10.2196/44348","title":"Eating Behavior and Satiety With Virtual Reality Meals Compared With Real Meals: Randomized Crossover Study","year":2023,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crossover study; Meal; Virtual reality; Significant difference; Mean difference; Medicine; Obesity; Eating behavior; Psychology; Computer science; Internal medicine","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":[0.004843945,0.002359258,0.005695852,0.001241761,0.001233506,0.001263307,0.001523046,0.002955911,0.009552147],"category_scores_gemma":[0.004180755,0.001496814,0.003412312,0.001095528,0.00248267,0.001519672,0.00101859,0.003182481,0.001242974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009631628,"about_ca_system_score_gemma":0.001835629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143704,"about_ca_topic_score_gemma":0.001444103,"domain_scores_codex":[0.9965217,0.001862833,0.0003094379,0.0005585684,0.0003301268,0.0004172789],"domain_scores_gemma":[0.9958241,0.001180281,0.0008359388,0.0006662259,0.0003503562,0.001143081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9156517,0.07632723,0.0006572922,0.0004213461,0.0006459716,0.00003496668,0.00008881258,0.0001409465,0.001163616,0.00004824159,0.0001802187,0.004639754],"study_design_scores_gemma":[0.702271,0.2938146,0.00271234,0.00002426388,0.0003622758,0.00001366941,0.00004765957,0.0001815414,0.0002371059,0.00007095204,0.0002407676,0.00002389828],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841755,0.0008938711,0.0008346707,0.000192485,0.0004786615,0.01212618,0.0005524265,0.00008446662,0.0006616754],"genre_scores_gemma":[0.9598344,0.001366708,0.004243257,0.0005867995,0.0006989405,0.03009314,0.0007181744,0.00002683027,0.002431842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009552147,"threshold_uncertainty_score":0.03195512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006629597557188,"score_gpt":0.3219119494600162,"score_spread":0.2918456534844443,"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."}}