{"id":"W2167212283","doi":"10.1136/ebmh.6.1.13","title":"Young men who do not drink, as well as those who drink heavily, have high levels of depression and distress","year":2003,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Alcohol consumption; Distress; Psychiatry; Population; Psychology; Alcohol; Clinical psychology; Chemistry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002420396,0.0002030224,0.0004401982,0.0006225977,0.0005615721,0.0006251745,0.0001222066,0.000365862,0.01691792],"category_scores_gemma":[0.0006967859,0.0003021349,0.0003237897,0.0009712643,0.0001700903,0.0004761574,0.0003092551,0.0004971377,0.002791937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487694,"about_ca_system_score_gemma":0.0002680069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386016,"about_ca_topic_score_gemma":0.03274963,"domain_scores_codex":[0.9998851,0.00001611817,0.00001733336,0.00002390487,0.00003530923,0.00002233853],"domain_scores_gemma":[0.999688,0.00004145826,0.0001234087,0.00001218553,0.00006036164,0.00007444461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008607651,0.0001160966,0.9032028,0.0003002403,0.0001097331,0.0002548388,0.000828277,0.00001389787,0.0007449297,0.0001071569,0.02180231,0.07243356],"study_design_scores_gemma":[0.000005093833,0.00003674565,0.9947743,0.00003844856,0.00001911128,0.0003257222,0.0002155522,0.000007875658,0.00003310297,0.00002157411,0.004519579,0.000002948869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9035516,0.02912258,0.000581779,0.005071121,0.0007099328,0.0003515485,0.02205746,0.000171682,0.03838237],"genre_scores_gemma":[0.9056399,0.02852992,0.001202121,0.003007605,0.0005587949,0.0002986137,0.01152916,0.00003604493,0.04919782],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01691792,"threshold_uncertainty_score":0.05659604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03379855688011169,"score_gpt":0.34059175583607,"score_spread":0.3067931989559583,"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."}}