{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445535,0.0002661464,0.0003482095,0.0003717992,0.0001458687,0.00001575048,0.0002417562,0.0001777182,0.000540417],"category_scores_gemma":[0.00003182805,0.0002198043,0.0001747817,0.0005508047,0.0003007084,0.0001143639,0.0001183197,0.0002538778,0.00003726356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007202925,"about_ca_system_score_gemma":0.00002784579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008024468,"about_ca_topic_score_gemma":0.00005360397,"domain_scores_codex":[0.9980649,0.0002085058,0.0004421664,0.0004840724,0.0004348221,0.0003654695],"domain_scores_gemma":[0.9987816,0.0001483177,0.0003519191,0.0004826513,0.0001484244,0.00008706399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004928121,0.0004186719,0.9853802,0.00001069357,0.00009522593,0.00002148519,0.006280671,0.000003637497,0.001911653,0.0003412431,0.00003877647,0.005448418],"study_design_scores_gemma":[0.001257997,0.0002717636,0.9866734,0.0001269991,0.0004876633,0.00001235025,0.004427664,0.000004810152,0.006501029,0.00001329004,0.00004945345,0.0001735421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996608,0.00003307122,0.00003959557,0.000007032992,0.0004083099,0.0005459477,0.001252986,0.00008698805,0.001018139],"genre_scores_gemma":[0.9993266,0.000004690488,0.00002675824,0.00001116202,0.00002971136,0.0001650399,0.00004988563,0.00005523766,0.0003308602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274876,"threshold_uncertainty_score":0.896336,"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."}}