{"id":"W4391699301","doi":"10.2196/48545","title":"An Escape Game on University Students’ Mental Health During the COVID-19 Pandemic: Cocreation Study","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Mental health; Psychological intervention; Psychology; Coronavirus disease 2019 (COVID-19); Pandemic; Intervention (counseling); Medical education; Game design; Applied psychology; Preprint; Test (biology); Medicine; Computer science; Multimedia; Psychiatry; World Wide Web","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":[0.003609038,0.001148659,0.001007742,0.000939463,0.001527942,0.001965059,0.001457613,0.00123584,0.003784327],"category_scores_gemma":[0.01101714,0.0004015434,0.001091946,0.0004737787,0.001695588,0.001191408,0.002934677,0.001862544,0.0004679452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681286,"about_ca_system_score_gemma":0.001709026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004027146,"about_ca_topic_score_gemma":0.006482558,"domain_scores_codex":[0.9975816,0.00138133,0.0001166253,0.0002515208,0.0002561836,0.0004127296],"domain_scores_gemma":[0.9950163,0.00272387,0.0003557521,0.0003694942,0.0004712131,0.001063357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.009736566,0.2947316,0.1064429,0.004073014,0.001037776,0.003666758,0.137784,0.006608129,0.01052306,0.005242857,0.009087815,0.4110655],"study_design_scores_gemma":[0.0109833,0.3045498,0.3325135,0.002336058,0.002019652,0.001570474,0.2194616,0.03954843,0.02344028,0.005440413,0.05736538,0.0007711851],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975345,0.00007000208,0.0005327736,0.0001484442,0.00003231831,0.0006348713,0.00004559542,0.00001926005,0.0009821585],"genre_scores_gemma":[0.9931881,0.0002914496,0.002996668,0.0002259195,0.00002363302,0.001635609,0.0001059377,0.00001552948,0.001516973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004027146,"threshold_uncertainty_score":0.0190866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03622395215909967,"score_gpt":0.4066104883980485,"score_spread":0.3703865362389488,"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."}}