{"id":"W3212497914","doi":"10.1002/ijop.12820","title":"Investigating <scp>COVID</scp>‐19 stress and coping: Substance use and behavioural disengagement","year":2021,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Disengagement theory; Psychology; Coronavirus disease 2019 (COVID-19); Coping (psychology); Anxiety; Pandemic; Substance use; Feeling; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Avoidance coping; Clinical psychology; Social psychology; Psychiatry; Gerontology; Medicine; Disease; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004015715,0.000134113,0.0002140455,0.0001630545,0.000083939,0.00007639755,0.0002114156,0.00009147287,0.0001289734],"category_scores_gemma":[0.0004036358,0.0001321017,0.00005641883,0.00008853258,0.0001745555,0.0002054512,0.00007138283,0.0003971763,0.00000644845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410915,"about_ca_system_score_gemma":0.0001543694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492459,"about_ca_topic_score_gemma":0.0002261576,"domain_scores_codex":[0.9984245,0.0002658922,0.000514171,0.0002823228,0.0002799982,0.000233111],"domain_scores_gemma":[0.9982448,0.0006490295,0.000396297,0.0001472474,0.0002599595,0.0003026233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000391177,0.0002137069,0.9809613,0.00002442795,0.0001482072,0.0007958551,0.004440895,0.000005096623,0.001119268,0.003510826,0.005357195,0.00338411],"study_design_scores_gemma":[0.002559943,0.0002058358,0.9705184,0.0001253491,0.00003913412,0.001787491,0.001800266,0.0000103307,0.0001413583,0.001514459,0.02122527,0.00007219144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898117,0.002147241,0.001298026,0.003176933,0.002984966,0.00007891917,0.00004744517,0.00001228102,0.0004425194],"genre_scores_gemma":[0.9886998,0.0005458081,0.001247747,0.008618467,0.0002972116,0.000005267783,0.00001556851,0.00001575963,0.0005543525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01586808,"threshold_uncertainty_score":0.5386952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.175062697791261,"score_gpt":0.4584554097439907,"score_spread":0.2833927119527297,"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."}}