{"id":"W4213040328","doi":"10.2196/34222","title":"A Web-Based Escape Room to Raise Awareness About Severe Mental Illness Among University Students: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Repeated measures design; Psychology; Mental health; Randomized controlled trial; Clinical psychology; Stigma (botany); Mental illness; Intervention (counseling); Multilevel model; Analysis of variance; Medicine; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001297952,0.0004777643,0.001799958,0.0004095476,0.000817114,0.0001314843,0.001384318,0.00022982,0.007943292],"category_scores_gemma":[0.0001543314,0.0004649618,0.0007208142,0.0006318611,0.0002219337,0.0001635089,0.0005225567,0.0005435001,0.0001241548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034552,"about_ca_system_score_gemma":0.0003301252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009099772,"about_ca_topic_score_gemma":0.0003618404,"domain_scores_codex":[0.9945113,0.002165012,0.0007227834,0.0008981018,0.0009619262,0.000740891],"domain_scores_gemma":[0.9976707,0.0006979395,0.0003800734,0.0008588773,0.0001006553,0.0002917721],"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":[0.9575437,0.001259506,0.003207823,0.00001048367,0.0004873967,0.0003389196,0.0230015,0.0005486963,0.00009330948,0.0002583702,0.01208952,0.001160777],"study_design_scores_gemma":[0.9417117,0.000748793,0.001603505,0.00002284436,0.0001356868,0.00002025445,0.01428046,0.0006059418,0.0000217463,0.00002165099,0.04016653,0.0006608522],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975064,0.000138312,0.0001048914,0.0006053981,0.006469777,0.01177178,0.0000927345,0.0003773795,0.005375742],"genre_scores_gemma":[0.9811695,0.000007184235,0.00005747012,0.0007858399,0.0001921231,0.005676514,0.00004544558,0.00006526078,0.01200069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807701,"threshold_uncertainty_score":0.9997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008094957650695766,"score_gpt":0.2981416782956551,"score_spread":0.2900467206449593,"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."}}