{"id":"W3017335512","doi":"10.1097/02024458-201504000-00023","title":"HEALTH ASSOCIATIONS WITH PROBLEM-GAMBLING SEVERITY: INSIGHTS FROM A LONGITUDINAL REPRESENTATIVE US SAMPLE","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Psychology; Longitudinal study; Longitudinal data; Clinical psychology; Demography; Statistics; Sociology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002997663,0.0001023096,0.0001962341,0.0001910524,0.0003860482,0.00008010523,0.0001241063,0.00005813338,0.0000967313],"category_scores_gemma":[0.00006128491,0.00006972838,0.0000527113,0.0002622035,0.00006710429,0.0001687848,0.000005239955,0.0002995276,0.00002369722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618978,"about_ca_system_score_gemma":0.001323191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4076755,"about_ca_topic_score_gemma":0.5324811,"domain_scores_codex":[0.9988682,0.0002386072,0.0002826915,0.0001309566,0.00025059,0.0002289265],"domain_scores_gemma":[0.9984797,0.0001028259,0.0004357037,0.0001735976,0.0003227358,0.0004854446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165813,0.000114431,0.9505309,9.630824e-7,0.0007190883,0.0001865901,0.02835538,0.0002699269,0.000003016783,0.000508354,0.01422556,0.004919995],"study_design_scores_gemma":[0.001485205,0.0005628751,0.9910263,0.00004696944,0.0001816976,0.0001588846,0.001543673,0.00001260296,0.00001035948,0.001906939,0.002977371,0.00008705267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936256,0.0005720931,0.0006462169,0.002557537,0.0008039742,0.0002153169,0.0003400406,0.00001474149,0.001224424],"genre_scores_gemma":[0.9985802,0.000003493582,0.0008235162,0.0001489388,0.000206692,0.000007660039,0.0000761618,0.00001479945,0.0001386093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248056,"threshold_uncertainty_score":0.5962689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1486714558376377,"score_gpt":0.379871846699374,"score_spread":0.2312003908617363,"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."}}