{"id":"W2067704294","doi":"10.1007/s10899-008-9107-7","title":"Evaluating the Problem Gambling Severity Index","year":2008,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":307,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ontario Problem Gambling Research Centre","keywords":"Psychology; Context (archaeology); Set (abstract data type); Construct (python library); Index (typography); Population; Psychometrics; Validation test; Clinical psychology; Construct validity; Cognition; Test validity; Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00178065,0.0002432156,0.0005197297,0.0002261771,0.0007150571,0.00003679003,0.0003221273,0.00008909732,0.00006107523],"category_scores_gemma":[0.0002851736,0.0001475641,0.0002734789,0.0003876256,0.0002236723,0.0001747544,0.0000984681,0.000590142,0.0000419335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168464,"about_ca_system_score_gemma":0.0000977131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004434585,"about_ca_topic_score_gemma":0.000008419685,"domain_scores_codex":[0.9975713,0.0002614688,0.0008253746,0.0002290071,0.0007058657,0.0004070069],"domain_scores_gemma":[0.9975978,0.0004800823,0.0007638144,0.0002936453,0.0007839294,0.00008070895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008414402,0.001158833,0.8694488,0.00006531246,0.003718461,0.001207476,0.05849199,0.001064894,0.0009265848,0.0002967328,0.006787221,0.05599226],"study_design_scores_gemma":[0.007225732,0.002930756,0.9587697,0.0005492299,0.00116226,0.005567581,0.01689846,0.0001549475,0.0004314128,0.002459295,0.003194854,0.0006557456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894311,0.007042838,0.0001409451,0.0006829227,0.001378053,0.0001937204,0.000002024975,0.00003610403,0.00109229],"genre_scores_gemma":[0.9950222,0.0004790122,0.002590283,0.0001510702,0.0005087145,0.00001840447,5.091553e-7,0.00002921375,0.001200593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08932094,"threshold_uncertainty_score":0.6017489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3711735632544728,"score_gpt":0.5187194517040226,"score_spread":0.1475458884495497,"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."}}