{"id":"W2409326922","doi":"10.1177/070674371506000806","title":"Psychological Characteristics of Problem Gamblers with and without Mood Disorder","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"University of Windsor; Ontario Problem Gambling Research Centre; Wayne State University","keywords":"Psychology; Mood; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002665366,0.0002567456,0.0003208135,0.001056813,0.0004220079,0.0004450252,0.0001478017,0.000427575,0.002663282],"category_scores_gemma":[0.001651881,0.0002113668,0.0002117759,0.0005305434,0.0003006633,0.0003133415,0.0004183392,0.0004986853,0.0002504956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182144,"about_ca_system_score_gemma":0.0001933781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00456469,"about_ca_topic_score_gemma":0.008160782,"domain_scores_codex":[0.9998399,0.00002906055,0.0000207039,0.00002665468,0.00004938805,0.00003427281],"domain_scores_gemma":[0.9992047,0.00008327061,0.0004042817,0.00001391643,0.00004696277,0.0002469251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000821191,0.00008802836,0.9980043,0.00001083093,0.00002181756,0.0001120091,0.0001548294,0.00001234781,0.0001997022,0.000007960178,0.00006688255,0.001239276],"study_design_scores_gemma":[0.00000347151,0.00007344924,0.9991974,0.000002582997,0.000004680051,0.0004308294,0.0002107785,0.00002714583,0.000009412858,0.000008295522,0.00003063642,0.0000013344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996636,0.0000896171,0.00001327167,0.00002310134,0.000003106383,0.000006601259,0.00006079958,0.000001170444,0.000138746],"genre_scores_gemma":[0.9996448,0.00005200167,0.00003948247,0.00001829135,0.000003968452,0.000005062419,0.000111897,4.996194e-7,0.0001240836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9954353,"threshold_uncertainty_score":0.009076238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06171240227295009,"score_gpt":0.3400003824012265,"score_spread":0.2782879801282764,"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."}}