{"id":"W6922221239","doi":"10.1192/j.eurpsy.2023.817","title":"Prevalence and predictors of self-reported alcohol abuse and its association with other mental health conditions in the residents of Fort McMurray after multiple traumas","year":2023,"lang":"en","type":"article","venue":"PubMed Central","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Alcohol abuse; Depression (economics); Logistic regression; Suicide prevention; Alcohol; Occupational safety and 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002770971,0.0001512607,0.0001429249,0.0007754523,0.0005202894,0.0003726125,0.0003810739,0.0002709337,0.001690655],"category_scores_gemma":[0.001465294,0.0002163653,0.0002185344,0.0006973523,0.0003310084,0.0002626587,0.0005158645,0.0003735019,0.0001489035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611637,"about_ca_system_score_gemma":0.0005667509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09924038,"about_ca_topic_score_gemma":0.1373533,"domain_scores_codex":[0.9997743,0.00004683514,0.00002238151,0.00003093418,0.0000564951,0.00006903314],"domain_scores_gemma":[0.9989918,0.00009787214,0.0005234067,0.00003856388,0.0001261517,0.0002222788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009652929,0.00001723639,0.9990727,0.000004251157,0.000006425958,0.00006187901,0.0001908443,0.00000617298,0.00008514485,0.000002530158,0.00003816213,0.0005051102],"study_design_scores_gemma":[4.973947e-7,0.00002178355,0.9992257,0.000003938832,0.000002610809,0.00006931764,0.0006024495,0.00002414354,0.00001429066,0.000001259775,0.00003283173,0.000001041322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999759,0.00003063567,0.000006998834,0.00003157588,9.237857e-7,0.000004940029,0.00006171224,7.802676e-7,0.000103282],"genre_scores_gemma":[0.999742,0.00004848887,0.00002518455,0.000009880675,0.000002137653,0.000005044515,0.00006725596,3.245398e-7,0.00009957502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9007596,"threshold_uncertainty_score":0.1973255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210324916093036,"score_gpt":0.2697158229530346,"score_spread":0.2476125737921043,"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."}}