{"id":"W4393078153","doi":"10.1080/10826084.2024.2330902","title":"The Association of Frequency of Worry About Financial Debt With Substance Use Among Adults in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto; University of Ottawa; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Worry; Cannabis; Debt; Odds ratio; Medicine; Cross-sectional study; Logistic regression; Environmental health; Household debt; Harm reduction; Binge drinking; Demography; Psychology; Psychiatry; Poison control; Injury prevention; Public health; Business; Internal medicine; Finance; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000471086,0.0002838401,0.0004254886,0.0002314193,0.0001627856,0.000256026,0.0003373396,0.0001089761,0.00009075469],"category_scores_gemma":[0.0004225811,0.0002242102,0.0001190202,0.001636237,0.00009336346,0.002078933,0.00003016393,0.0003347942,0.000006723844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008330523,"about_ca_system_score_gemma":0.0005841812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9541438,"about_ca_topic_score_gemma":0.9998067,"domain_scores_codex":[0.9974692,0.00003134091,0.0007698135,0.0004365152,0.0008109233,0.000482242],"domain_scores_gemma":[0.9979232,0.0003269589,0.000627979,0.0004563449,0.0006454015,0.00002013168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938286,0.00004566191,0.9923126,0.0001334556,0.0000260098,0.0000698906,0.0005844328,0.00008671264,0.000111969,0.004015074,0.002276093,0.0001442761],"study_design_scores_gemma":[0.0005096663,0.00000900199,0.9917803,0.001277714,0.00009838835,2.055012e-7,0.00008458752,0.0004149923,0.0001392159,0.0003597672,0.00505534,0.0002708156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980308,0.0007811072,0.0000100546,0.00006084777,0.0004439621,0.0003602278,0.00001963782,0.00003919454,0.0002541744],"genre_scores_gemma":[0.997999,0.00009359949,0.0001162895,0.0001151356,0.0001239778,0.00002767991,0.00005252624,0.00003821506,0.001433576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04566293,"threshold_uncertainty_score":0.9143026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008192849587121662,"score_gpt":0.1855641608483411,"score_spread":0.1773713112612194,"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."}}