{"id":"W3108192182","doi":"10.1016/j.addbeh.2020.106754","title":"Substance use and abuse, COVID-19-related distress, and disregard for social distancing: A network analysis","year":2020,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Mental Health Research Topics","field":"Psychology","cited_by":227,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research","keywords":"Worry; Social distance; Anxiety; Psychology; Coping (psychology); Distress; Distancing; Psychiatry; Substance abuse; Pandemic; Population; Clinical psychology; Coronavirus disease 2019 (COVID-19); Medicine; Environmental health; Disease; Infectious disease (medical specialty)","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":[0.002109318,0.000351891,0.0004020015,0.00292859,0.001532965,0.001372491,0.0007481142,0.0004686635,0.008288505],"category_scores_gemma":[0.01085048,0.0002113019,0.001384275,0.003090254,0.000619901,0.001612488,0.001813448,0.001029853,0.0002789555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471353,"about_ca_system_score_gemma":0.001122925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0229665,"about_ca_topic_score_gemma":0.02885928,"domain_scores_codex":[0.9986218,0.0007803577,0.0000795999,0.000179203,0.0001222806,0.0002167717],"domain_scores_gemma":[0.9896935,0.007239771,0.001274523,0.0004119683,0.0005953963,0.000784805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002417453,0.0001327656,0.9889764,0.00003971541,0.0005005986,0.0001519926,0.001115951,0.0008578254,0.0001309004,0.001193498,0.0003058994,0.006352714],"study_design_scores_gemma":[0.0000232657,0.0002239105,0.9584789,0.00006310723,0.0008359103,0.0006874745,0.01007343,0.0253925,0.0001468609,0.002962059,0.001082651,0.00002995612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950987,0.0002006875,0.001634853,0.0002395418,0.000008692686,0.00004940906,0.001032911,0.00001068664,0.001724609],"genre_scores_gemma":[0.9982651,0.00009684913,0.0006570079,0.000009601003,0.000006662341,0.00003778874,0.000524556,0.000003926622,0.0003984926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0229665,"threshold_uncertainty_score":0.04566562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144359761230852,"score_gpt":0.4140499627462054,"score_spread":0.2996139866231202,"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."}}