{"id":"W4213424061","doi":"10.1016/j.addbeh.2022.107295","title":"Do symptoms of depression and anxiety contribute to heavy episodic drinking? A 3-wave longitudinal study of adult community members","year":2022,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Mental Health Research Topics","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Binge drinking; Anxiety; Longitudinal study; Psychology; Depression (economics); Clinical psychology; Psychiatry; Episodic memory; Medicine; Poison control; Injury prevention; Cognition; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00162191,0.0005407306,0.0006124408,0.0007579871,0.002078555,0.001649999,0.001145307,0.002258658,0.001360099],"category_scores_gemma":[0.002582473,0.001408579,0.001256592,0.001200118,0.0006436884,0.001896357,0.001240242,0.002676876,0.0005226727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956758,"about_ca_system_score_gemma":0.001026921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06986254,"about_ca_topic_score_gemma":0.1095573,"domain_scores_codex":[0.9993339,0.0002183657,0.00004563187,0.0001252781,0.00007436212,0.0002024853],"domain_scores_gemma":[0.9981061,0.0001924733,0.0004840088,0.000217437,0.0002352854,0.0007646685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361665,0.0003899211,0.998064,0.000003736108,0.00008836074,0.0000566496,0.0005546811,0.00001346278,0.0001444349,0.00001191785,0.0000892924,0.0004474757],"study_design_scores_gemma":[0.000008160428,0.00009789763,0.9986022,0.000003755091,0.00002526509,0.00003931594,0.001062894,0.00006360444,0.00001451302,0.00001092366,0.00006674593,0.000004605874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994272,0.00009606923,0.00003468206,0.0000847652,0.000008704077,0.00001119503,0.00019715,0.000002140621,0.0001380295],"genre_scores_gemma":[0.9989045,0.000119641,0.00006381796,0.00009078558,0.00001133107,0.00002261119,0.0003815178,0.000002484576,0.0004032901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06986254,"threshold_uncertainty_score":0.1389118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0596243710504267,"score_gpt":0.3945181717382004,"score_spread":0.3348938006877737,"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."}}