{"id":"W2909291853","doi":"10.1037/adb0000438","title":"Probing gambling urge as a state construct: Evidence from a sample of community gamblers.","year":2019,"lang":"en","type":"article","venue":"Psychology of Addictive Behaviors","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université Laval","funders":"","keywords":"Psychology; Construct (python library); Sample (material); Construct validity; Clinical psychology; Developmental psychology; Social psychology; Psychometrics","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":[0.00299724,0.0004913121,0.000644125,0.001974234,0.001051463,0.0008133057,0.0005706207,0.0009238604,0.001332846],"category_scores_gemma":[0.008757425,0.0004390535,0.0002971579,0.0009268148,0.001285059,0.0005355656,0.001117683,0.0006610971,0.0003559147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023787,"about_ca_system_score_gemma":0.0003945292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008540385,"about_ca_topic_score_gemma":0.01825642,"domain_scores_codex":[0.99864,0.0004960966,0.00009779329,0.0002151689,0.0004422287,0.0001087223],"domain_scores_gemma":[0.9973591,0.0008735503,0.0005954026,0.0002259778,0.0005549908,0.0003909185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005102472,0.001006318,0.9685495,0.0001204523,0.0001162201,0.0003954246,0.01403402,0.00002614052,0.002658665,0.00007678079,0.0001564656,0.01234968],"study_design_scores_gemma":[0.00001792266,0.0004493515,0.9940677,0.00002361405,0.00003598324,0.0008093026,0.004041889,0.00009780298,0.0001369738,0.00004471039,0.0002649166,0.000009834053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995709,0.0001110845,0.00007720726,0.00001418339,0.000003534376,0.00002547448,0.00002139462,9.190456e-7,0.0001753361],"genre_scores_gemma":[0.9993681,0.0001438776,0.0001818951,0.00005361222,0.000007003948,0.00003504958,0.0000908511,0.00000187846,0.000117755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008540385,"threshold_uncertainty_score":0.01698136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404721953793837,"score_gpt":0.43370695318585,"score_spread":0.2932347578064662,"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."}}