{"id":"W4414718822","doi":"10.1080/10826084.2025.2562453","title":"Risky Family Environment, Rumination, Drinking to Cope, and Problematic Alcohol Use: A Cross-National Examination Among College Students","year":2025,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; Universitat Jaume I","keywords":"Rumination; Psychological intervention; Path analysis (statistics); Suicide prevention; Human factors and ergonomics; Injury prevention; Poison control; Causal model","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":[0.0009514663,0.0002397307,0.0003526564,0.0008645819,0.0008075444,0.0007319009,0.0003109023,0.0004679412,0.001628816],"category_scores_gemma":[0.002076752,0.0003713127,0.0006011552,0.0008620248,0.0003464618,0.0005652935,0.0009298942,0.0006204403,0.0001941682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214424,"about_ca_system_score_gemma":0.000490889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884817,"about_ca_topic_score_gemma":0.033626,"domain_scores_codex":[0.9996792,0.00007533376,0.00005004946,0.00005888029,0.00007564404,0.00006085942],"domain_scores_gemma":[0.9980841,0.0002675814,0.000786437,0.0001709119,0.0002437877,0.0004471805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001282611,0.00004730692,0.9989694,0.000004085607,0.00002836617,0.00001373327,0.0001564363,0.00001011344,0.00006985012,0.00000425595,0.00001945095,0.0006641886],"study_design_scores_gemma":[9.460748e-7,0.00002801934,0.9994631,0.000003190309,0.000008939681,0.00003313913,0.0003578023,0.00003755128,0.00001724551,0.000003430411,0.00004551832,0.000001123622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996518,0.00006653179,0.00002061256,0.00002231341,0.000002731529,0.000005677249,0.00007176117,0.000001057817,0.0001575528],"genre_scores_gemma":[0.9996321,0.00007158738,0.00006129234,0.0000147329,0.000003145312,0.000008862386,0.0001087975,8.712012e-7,0.00009869839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884817,"threshold_uncertainty_score":0.03747696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0361356093761116,"score_gpt":0.3286880475490568,"score_spread":0.2925524381729452,"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."}}