{"id":"W4200293032","doi":"10.3389/fpsyt.2021.789940","title":"Discrete Roles for Impulsivity and Compulsivity in Gambling Disorder","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; McMaster University","funders":"European Regional Development Fund; Plan Nacional sobre Drogas; Instituto de Salud Carlos III; National Center for Responsible Gaming; Ministerio de Sanidad, Servicios Sociales e Igualdad; Centres de Recerca de Catalunya; Ministerio de Ciencia, Innovación y Universidades; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Generalitat de Catalunya","keywords":"Impulsivity; Gambling disorder; Psychology; Psychiatry; Clinical psychology; Addiction","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001207289,0.0004428597,0.0002819787,0.001158857,0.0002516756,0.0007342516,0.0004779365,0.0003525186,0.001640984],"category_scores_gemma":[0.004390037,0.0003468613,0.00058128,0.0007222212,0.0006660155,0.0003741716,0.000947684,0.0009254338,0.0001057415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533166,"about_ca_system_score_gemma":0.0004714632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004665047,"about_ca_topic_score_gemma":0.01352575,"domain_scores_codex":[0.9995152,0.0002047387,0.00005325965,0.00008105041,0.0001066547,0.00003915456],"domain_scores_gemma":[0.9967797,0.001013398,0.001649961,0.0001176792,0.0001105498,0.0003287314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000118277,0.00006855997,0.9957541,0.00002067362,0.00008960798,0.00007358253,0.0001196829,0.00008446052,0.0002381097,0.00006472182,0.00001611537,0.003352127],"study_design_scores_gemma":[0.000003306128,0.00004024602,0.9992842,0.00001061238,0.00002068181,0.0001754169,0.00005665853,0.0002437533,0.00002845527,0.0001128148,0.00002175261,0.000001995918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988552,0.0004953475,0.000156361,0.00007262924,0.000002974052,0.0000100865,0.00004976178,0.000002866866,0.0003547531],"genre_scores_gemma":[0.9993418,0.0001817438,0.0002954286,0.00001687922,0.000004521168,0.000005538489,0.00005741758,0.000001096027,0.00009553242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004665047,"threshold_uncertainty_score":0.009275794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709994072052715,"score_gpt":0.3567874191163237,"score_spread":0.3296874783957965,"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."}}