{"id":"W4313424627","doi":"10.1556/2006.2022.00086","title":"Associations of binge gaming (5 or more consecutive hours played) with gaming disorder and mental health in young men","year":2023,"lang":"en","type":"article","venue":"Journal of Behavioral Addictions","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Université du Québec à Montréal","funders":"China Scholarship Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Psychology; Mental health; Binge drinking; Psychiatry; Young adult; Gambling disorder; Clinical psychology; Suicide prevention; Developmental psychology; Poison control; Addiction; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006244584,0.00009573535,0.0002795294,0.0004840736,0.0005363166,0.00003207109,0.0001337902,0.00009725462,0.00002744481],"category_scores_gemma":[0.00009168876,0.00007348883,0.00005140416,0.0008805217,0.0003260407,0.00032638,0.00003822757,0.0003473467,0.000001129214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003962659,"about_ca_system_score_gemma":0.0004055906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004549596,"about_ca_topic_score_gemma":0.02014331,"domain_scores_codex":[0.9986836,0.0001170232,0.0004138661,0.0001014344,0.0003731354,0.0003108813],"domain_scores_gemma":[0.9990695,0.00006320101,0.0005621089,0.00006508046,0.0001191481,0.0001210376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005277961,0.0002853611,0.971067,0.000003733225,0.00003838463,0.00001934867,0.02258035,0.00001544512,0.0001642127,0.00005311714,0.002228392,0.003491872],"study_design_scores_gemma":[0.001139467,0.0004148927,0.883912,0.000252735,0.00004587772,0.00003912999,0.1138427,0.00002707357,0.00003273614,0.00002915718,0.0001632089,0.0001010964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938706,0.00006599166,0.00003349865,0.005249464,0.0001640899,0.0002233194,0.000201205,0.0000464991,0.0001453373],"genre_scores_gemma":[0.9989325,0.0003083691,0.0004096273,0.0000277218,0.00002984419,0.000003948987,0.00001051388,0.00001204617,0.0002654119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09126233,"threshold_uncertainty_score":0.9977365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616989316731296,"score_gpt":0.3752109802556825,"score_spread":0.3390410870883696,"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."}}