{"id":"W1512062890","doi":"10.1111/j.1360-0443.2005.01062.x","title":"<i>J</i>‐SHAPE OR LINEAR RELATIONSHIP BETWEEN ALCOHOL CONSUMPTION AND DEPRESSION: DOES IT MATTER?","year":2005,"lang":"en","type":"letter","venue":"Addiction","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Depression (economics); Demography; Prospective cohort study; Psychiatry; Medicine; Surgery","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":[0.02639151,0.0006071824,0.001434136,0.001689354,0.0006279486,0.002566938,0.002647405,0.004067264,0.01185027],"category_scores_gemma":[0.09372109,0.0004708628,0.003225362,0.002589438,0.005406574,0.003675986,0.0009232321,0.002937315,0.002109715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000689908,"about_ca_system_score_gemma":0.0008375819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006085569,"about_ca_topic_score_gemma":0.003674619,"domain_scores_codex":[0.9908471,0.004426889,0.001044461,0.002425728,0.0008787232,0.000377105],"domain_scores_gemma":[0.9145859,0.05902745,0.01262295,0.007981528,0.004478204,0.001303919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002477895,0.0001148423,0.8775871,0.00159222,0.003551937,0.001028755,0.001857059,0.0002942882,0.0006667679,0.008082352,0.03168999,0.07105675],"study_design_scores_gemma":[0.0002159387,0.0006926017,0.9251978,0.001841867,0.002601333,0.002208382,0.003253523,0.003659266,0.0005552737,0.04008812,0.01953155,0.0001544731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.504427,0.113613,0.02861647,0.3095489,0.01244824,0.000385462,0.006439292,0.0005185073,0.02400316],"genre_scores_gemma":[0.9424711,0.008456666,0.003542631,0.03284165,0.008180232,0.0001747637,0.001305582,0.0001895311,0.002837942],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02639151,"threshold_uncertainty_score":0.1395733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359202391266334,"score_gpt":0.387492840810752,"score_spread":0.2515726016841185,"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."}}