{"id":"W2158983040","doi":"10.4309/jgi.2003.8.17","title":"Gender differences in psychiatric comorbidity and treatment-seeking among gamblers in treatment","year":2003,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Psychiatric comorbidity; Depression (economics); Psychology; Psychiatry; Clinical psychology; Help-seeking; Gambling disorder; Mental health; Addiction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422438,0.0001311517,0.0003195233,0.00057381,0.0004467821,0.0004159319,0.0001329273,0.0003136658,0.004192601],"category_scores_gemma":[0.003142342,0.0001749624,0.0002298207,0.0002817712,0.0002776259,0.0003245206,0.0003665548,0.0003697923,0.0002102845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827492,"about_ca_system_score_gemma":0.0002712945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582086,"about_ca_topic_score_gemma":0.007971254,"domain_scores_codex":[0.9996598,0.0001071734,0.00002579171,0.00003550831,0.00008354834,0.00008828798],"domain_scores_gemma":[0.9987555,0.0002486427,0.0005036938,0.00002470792,0.00006262013,0.0004048038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004040344,0.0001793349,0.9945263,0.000009084235,0.00002759798,0.0001074479,0.0005948319,0.00001921149,0.0003710771,0.00003545497,0.0001056054,0.003619875],"study_design_scores_gemma":[0.00001362204,0.0001475328,0.9985191,0.000008313674,0.000008967561,0.0003210793,0.0007362589,0.00009538561,0.00003406861,0.0000341539,0.00007905619,0.000002447553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999617,0.00009429325,0.00001169612,0.00005399346,0.00000409257,0.00000327975,0.00002219307,6.659321e-7,0.0001927909],"genre_scores_gemma":[0.9997856,0.00003958392,0.00001233889,0.00002227653,0.00000449359,0.000002212279,0.00002754315,5.519165e-7,0.000105333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192601,"threshold_uncertainty_score":0.01402563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3221879411151297,"score_gpt":0.4327545228214451,"score_spread":0.1105665817063154,"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."}}