{"id":"W2971039268","doi":"10.1016/j.jad.2019.08.096","title":"The joint role of impulsivity and distorted cognitions in recreational and problem gambling: A cluster analytic approach","year":2019,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Université Catholique de Louvain; Medical Research Council; Fonds De La Recherche Scientifique - FNRS; Agence Nationale de la Recherche","keywords":"Impulsivity; Psychology; Gambling disorder; Cognition; Impulse control disorder; Clinical psychology; Psychological intervention; Cluster (spacecraft); Developmental psychology; Psychiatry; Pathological; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003716375,0.00009601661,0.0002157609,0.000172933,0.0000576585,0.00001862371,0.00004642551,0.00005276949,0.00001620222],"category_scores_gemma":[0.00004981678,0.00006518677,0.00007032004,0.0001722566,0.0001115494,0.00008801183,0.00001972245,0.0001844454,0.000001370376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004031639,"about_ca_system_score_gemma":0.00003063805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001805579,"about_ca_topic_score_gemma":0.0001942978,"domain_scores_codex":[0.9991963,0.0001559163,0.0002516808,0.000133588,0.0001357144,0.0001268331],"domain_scores_gemma":[0.999273,0.0002357586,0.0002543728,0.00008793003,0.0001025226,0.0000464046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003220532,0.0008093708,0.9684399,0.00001958907,0.0002662304,0.000001832122,0.002614772,0.00004338395,0.0004838983,0.0005441167,0.0000346132,0.02642019],"study_design_scores_gemma":[0.00278941,0.0004290575,0.9903938,0.00005635294,0.0001162435,0.00003623665,0.003097062,0.0002002083,0.0000216832,0.002755146,0.00003699364,0.00006776131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950905,0.0008528225,0.0001589832,0.0001015833,0.00006401924,0.0003631223,0.000008256589,0.00000263877,0.003358081],"genre_scores_gemma":[0.9996475,0.00009372047,0.0001426765,0.000009407315,0.000009315239,0.00001531961,0.000004503022,0.000008919415,0.00006862036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02635243,"threshold_uncertainty_score":0.2658239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559545440660958,"score_gpt":0.3231658198326664,"score_spread":0.2975703654260568,"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."}}