{"id":"W2012645167","doi":"10.1016/j.addbeh.2014.11.031","title":"Context counts: Solitary drinking explains the association between depressive symptoms and alcohol-related problems in undergraduates","year":2014,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Context (archaeology); Psychology; Depressive symptoms; Clinical psychology; Association (psychology); Psychological intervention; Injury prevention; Depression (economics); Suicide prevention; Poison control; Normative; Interpersonal communication; Psychiatry; Social isolation; Human factors and ergonomics; Medicine; Social psychology; Environmental health; Anxiety; Psychotherapist","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":[0.001211043,0.0004259885,0.0006542379,0.0005211617,0.001245361,0.001664322,0.001139397,0.001314067,0.01266739],"category_scores_gemma":[0.008232126,0.0004020049,0.001313753,0.0005634269,0.0006559279,0.0008808845,0.001451512,0.001494053,0.000551632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005449792,"about_ca_system_score_gemma":0.001463536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0212456,"about_ca_topic_score_gemma":0.02917654,"domain_scores_codex":[0.9990854,0.0003861499,0.00007079455,0.0001785344,0.00009416486,0.000184975],"domain_scores_gemma":[0.9951493,0.001468114,0.001186975,0.0005669278,0.0003487062,0.001279994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002364108,0.0002506228,0.9924183,0.00003786203,0.0002325248,0.0001263826,0.000183783,0.0001048426,0.0002166458,0.0003267083,0.0006486378,0.005217382],"study_design_scores_gemma":[0.00004378985,0.000193272,0.9948394,0.00006540493,0.0002698941,0.0002086956,0.0008525829,0.001438925,0.0001310032,0.001525203,0.0004200053,0.00001179193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947758,0.0008169187,0.0002534653,0.00201551,0.0001028295,0.00001830068,0.0002880835,0.00001036795,0.0017187],"genre_scores_gemma":[0.9990895,0.0001248785,0.00008768196,0.0001530904,0.00007403608,0.000006066805,0.00008088434,0.000002512572,0.0003813703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212456,"threshold_uncertainty_score":0.04237664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656099579169547,"score_gpt":0.265422451040545,"score_spread":0.2488614552488496,"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."}}