{"id":"W4315471004","doi":"10.1111/adb.13264","title":"Serotonergic and dopaminergic control of impulsivity in gambling disorder","year":2023,"lang":"en","type":"article","venue":"Addiction Biology","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; Parkinsonfonden; Turun Yliopistosäätiö; GambleAware; Päivikki ja Sakari Sohlbergin Säätiö; Suomen Kulttuurirahasto; Turun Yliopistollinen Keskussairaala; National Center for Responsible Gaming; Suomen Lääketieteen Säätiö; Teva Pharmaceutical Industries; Alkoholitutkimussäätiö; Gambling Research Exchange Ontario; Michael J. Fox Foundation for Parkinson's Research","keywords":"Impulsivity; Serotonergic; Dopaminergic; Psychology; Neuroscience; Impulse control; Psychiatry; Medicine; Serotonin; Dopamine; Internal medicine","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":[0.0001703855,0.00009661075,0.000201863,0.0002714387,0.00003327749,0.000002972532,0.00004764438,0.0001367542,0.0002839329],"category_scores_gemma":[0.00001916497,0.00008450601,0.00003616156,0.0003540277,0.00008385781,0.00002800242,0.00002171773,0.00009303268,0.00007565543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001192564,"about_ca_system_score_gemma":0.000006749668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007770438,"about_ca_topic_score_gemma":0.0001112189,"domain_scores_codex":[0.9991719,0.0001193707,0.0002129696,0.0002421634,0.00003678713,0.0002167757],"domain_scores_gemma":[0.9996063,0.0001145444,0.00007200485,0.0001490164,0.00002312336,0.00003498801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008392163,0.0001336188,0.978796,0.000003041663,0.00004886167,0.00001502132,0.0002233219,0.0000309128,0.002966829,0.001539909,0.00007287067,0.01608569],"study_design_scores_gemma":[0.002716764,0.0002356569,0.9949191,0.000006747475,0.00003016236,0.00001300864,0.0001299506,0.0001958604,0.00009695782,0.0003789395,0.00119861,0.00007828708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979619,0.0003118671,0.0001034783,0.0001087493,0.0004456951,0.0001831403,0.00004649471,0.00007502184,0.0007636296],"genre_scores_gemma":[0.9993601,0.00006704975,0.00001105887,0.00003156141,0.00002582796,0.0000990769,0.0000719362,0.00001020551,0.0003231693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612305,"threshold_uncertainty_score":0.3446055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153826574820771,"score_gpt":0.380953790938192,"score_spread":0.3294155251899843,"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."}}