{"id":"W2041983592","doi":"10.1007/s10862-007-9070-0","title":"Reliability and Validity of the Gamblers Anonymous Twenty Questions","year":2008,"lang":"en","type":"article","venue":"Journal of Psychopathology and Behavioral Assessment","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"False positive paradox; Psychology; Cronbach's alpha; Reliability (semiconductor); Sample (material); True positive rate; Predictive validity; Convergent validity; Validity; Clinical psychology; Criterion validity; Psychometrics; Construct validity; Internal consistency; Artificial intelligence; Computer science","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":[0.01052215,0.0006246896,0.0006244034,0.002132536,0.000864532,0.0009979749,0.000931826,0.001006048,0.001964862],"category_scores_gemma":[0.03568303,0.0006798507,0.00140094,0.0008193849,0.0009783729,0.00111072,0.001728381,0.001105662,0.001051884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008491113,"about_ca_system_score_gemma":0.0007737048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004559285,"about_ca_topic_score_gemma":0.007085843,"domain_scores_codex":[0.9919448,0.003232339,0.0009062376,0.0009083115,0.002604058,0.0004040948],"domain_scores_gemma":[0.9598267,0.01850521,0.004270097,0.003204909,0.01293988,0.001253265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001806774,0.0008902819,0.9547753,0.0000828522,0.0003036961,0.0001098486,0.003960576,0.0008510532,0.002232688,0.0007900834,0.001221302,0.03297556],"study_design_scores_gemma":[0.0001344489,0.0006525869,0.9899982,0.00004877811,0.00008891235,0.0002295422,0.001139959,0.003508243,0.001442303,0.000468838,0.002243503,0.00004472649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9919068,0.0001491862,0.002052198,0.00009266171,0.0001047853,0.0002667269,0.0003814581,0.00004406842,0.005002129],"genre_scores_gemma":[0.9930586,0.00009590179,0.003297786,0.0001101327,0.00003245496,0.0004436306,0.0005730691,0.0000444166,0.002344073],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01052215,"threshold_uncertainty_score":0.05564713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276466278929525,"score_gpt":0.4410451068143159,"score_spread":0.3133984789213634,"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."}}