{"id":"W4388235028","doi":"10.1097/cxa.0000000000000185","title":"Current and Future Directions in Gaming Disorder Research","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre; Toronto Metropolitan University; York University","funders":"","keywords":"Addiction; Psychology; Mental health; Psychiatry; Population; Clinical psychology; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00208179,0.00003257193,0.00005464408,0.0006224662,0.001178231,0.00006849692,0.0001505441,0.00006490672,0.00004192218],"category_scores_gemma":[0.0003297648,0.00002585074,0.00001910348,0.001054316,0.0003120076,0.0001298607,0.000009020619,0.0005636823,0.00001217287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332345,"about_ca_system_score_gemma":0.0006381857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04163035,"about_ca_topic_score_gemma":0.7232214,"domain_scores_codex":[0.9991194,0.0002264488,0.0001110523,0.00004788009,0.0002222337,0.0002729899],"domain_scores_gemma":[0.9995667,0.00005498224,0.00004810958,0.00005842061,0.0001088801,0.000162929],"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":[0.00001289434,0.00001831409,0.1433631,0.000004793711,0.00001895128,0.00003330987,0.02327279,0.00001638273,0.00001383362,0.003914129,0.03612459,0.7932069],"study_design_scores_gemma":[0.0001215534,0.00002078759,0.3855717,0.00005030969,0.000004014114,0.000008548089,0.008284943,0.00001762779,0.000002409406,0.001591823,0.6042972,0.00002903128],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431897,0.003837952,0.000003299413,0.0490502,0.001756099,0.0001313182,0.000004739038,0.00002430823,0.002002413],"genre_scores_gemma":[0.9965457,0.002736557,0.000005396589,0.00002076898,0.0004866963,0.000001509432,4.63791e-7,0.000004408159,0.0001984471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7931778,"threshold_uncertainty_score":0.9647515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270923550392046,"score_gpt":0.3649032139779974,"score_spread":0.3221939784740769,"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."}}