{"id":"W1820076221","doi":"10.1080/10550887.2010.489447","title":"Sociodemographic and Substance Use Correlates of Gambling Behavior in the Canadian General Population","year":2010,"lang":"en","type":"article","venue":"Journal of Addictive Diseases","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Substance use; Psychiatry; Psychology; Addiction; Medicine; Clinical psychology; Gerontology; Demography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382496,0.00008926237,0.0001548648,0.0002980808,0.00008998784,0.00003323813,0.00009756752,0.00007567765,0.00006579334],"category_scores_gemma":[0.00004827341,0.00006342359,0.00009908505,0.0001665407,0.00009384046,0.0001743506,0.000003607228,0.000271057,8.246137e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000307218,"about_ca_system_score_gemma":0.00005329284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02465173,"about_ca_topic_score_gemma":0.09080622,"domain_scores_codex":[0.9992412,0.00008715307,0.0002588619,0.00009379524,0.0001715991,0.0001473962],"domain_scores_gemma":[0.999284,0.0001206045,0.000226997,0.0001136968,0.0001323766,0.000122286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007448631,0.0002499164,0.9968494,0.000001291674,0.00003914888,0.0001161216,0.001038969,0.000004270192,0.0001060638,0.0003990509,0.00004486319,0.001076427],"study_design_scores_gemma":[0.000652045,0.0001096324,0.998255,0.0000182166,0.0002671276,0.00005222171,0.0003414319,0.000005211356,0.000008954245,0.0002246324,0.00001097276,0.00005452968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988366,0.0004632366,0.000001526766,0.00004171681,0.0003775835,0.0001208679,0.0001247888,0.000002791854,0.00003092873],"genre_scores_gemma":[0.9997861,0.00001614777,0.00006359654,0.00003016932,0.00005337923,0.000009253263,0.00001765667,0.000008909927,0.00001479135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06615449,"threshold_uncertainty_score":0.9818432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06306062465662406,"score_gpt":0.360082353635533,"score_spread":0.297021728978909,"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."}}