{"id":"W4388179657","doi":"10.1016/j.addbeh.2023.107894","title":"A 5-year longitudinal examination of the co-occurring patterns of gambling and other addictive behaviors","year":2023,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Toronto Metropolitan University; Royal Ottawa Mental Health Centre; University of Calgary; University of Ottawa","funders":"Alberta Gambling Research Institute, University of Calgary; Canadian Institutes of Health Research; Health Canada; Gambling Research Exchange Ontario","keywords":"Addiction; Psychology; Longitudinal study; Behavioral addiction; Comorbidity; Psychiatry; Mental health; Clinical psychology; Gambling disorder; Addictive behavior; Demographics; Compulsive behavior; Medicine; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338159,0.0004011509,0.0004101907,0.002081582,0.001900058,0.0007675092,0.0004557488,0.001034371,0.0009682439],"category_scores_gemma":[0.002066941,0.0003794887,0.00079442,0.001120008,0.000314015,0.001279135,0.001141176,0.001087369,0.0004433691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000734722,"about_ca_system_score_gemma":0.001084459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0397873,"about_ca_topic_score_gemma":0.05044561,"domain_scores_codex":[0.9996214,0.00008320308,0.00003393685,0.00007312896,0.00006045232,0.0001278832],"domain_scores_gemma":[0.9981915,0.0001355539,0.0004685227,0.0001157907,0.0005100492,0.0005786073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000263505,0.0004890409,0.9959319,0.000006083455,0.00004796878,0.0002051607,0.0003486123,0.00006299619,0.000325636,0.00002133187,0.0001288132,0.002169045],"study_design_scores_gemma":[0.000007005273,0.0007402317,0.9978351,0.000004345236,0.00003492779,0.0001940632,0.0005232962,0.0001937527,0.0001113212,0.00001656824,0.0003308435,0.00000866426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986863,0.0001112342,0.0001395112,0.00005914464,0.00001085368,0.00002591255,0.0005114811,0.000009054298,0.0004465287],"genre_scores_gemma":[0.9969816,0.0001014095,0.0002071623,0.0000595965,0.000009229055,0.0000349118,0.001364674,0.000002854742,0.001238661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0397873,"threshold_uncertainty_score":0.0791114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109768898090202,"score_gpt":0.3998444213632034,"score_spread":0.2900755232730013,"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."}}