{"id":"W2044812988","doi":"10.1136/ebmh.8.2.54","title":"Lifetime alcohol abstainers and moderate drinkers have a lower lifetime prevalence of mood and anxiety disorders than problem drinkers","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Mood; Psychiatry; Population; Alcohol consumption; Alcohol; Demography; Environmental health; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006228411,0.0009246176,0.001406097,0.0003884602,0.0002623438,0.00005617976,0.0002355883,0.0005367662,0.0001490292],"category_scores_gemma":[0.00004522837,0.0007885182,0.00031272,0.0002504977,0.0005882423,0.0003879757,0.00009074952,0.001126086,0.00001578217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007790391,"about_ca_system_score_gemma":0.001018123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002684692,"about_ca_topic_score_gemma":0.0002153406,"domain_scores_codex":[0.9953113,0.0002155771,0.001004827,0.001276072,0.001104539,0.00108774],"domain_scores_gemma":[0.9976147,0.0003446151,0.0006952743,0.0007283924,0.0000988511,0.0005182115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007016423,0.001021604,0.648459,0.01755355,0.001383785,0.000152202,0.01130439,0.0001596211,0.0002367422,0.00002514487,0.2816421,0.03104547],"study_design_scores_gemma":[0.1519357,0.03762741,0.3870278,0.1950975,0.01056622,0.001005626,0.0119942,0.01616813,0.0078904,0.0007141343,0.1639102,0.01606265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2735929,0.02298711,0.00003451043,0.6954048,0.0003379248,0.006536752,0.000155904,0.0002453362,0.0007047888],"genre_scores_gemma":[0.725497,0.0601051,0.004479561,0.2030799,0.0008055143,0.0003109217,0.0004573398,0.0002335255,0.005031094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4923249,"threshold_uncertainty_score":0.9994566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396427251591999,"score_gpt":0.2976401583469241,"score_spread":0.2736758858310042,"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."}}