{"id":"W3117854097","doi":"10.1016/j.jad.2020.12.071","title":"Association between psychological resilience and changes in mental distress during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":178,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; National Institute on Aging; National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Psychological distress; Association (psychology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychological resilience; Resilience (materials science); Mental health; Distress; Clinical psychology; Psychiatry; Medicine; Psychotherapist; Virology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007157674,0.0002622706,0.0003235472,0.0005731327,0.0009225308,0.001146661,0.0004880339,0.0009757283,0.002633365],"category_scores_gemma":[0.006688085,0.0002444872,0.0006481486,0.0007233515,0.0006210618,0.0009318907,0.001976491,0.00264568,0.0002643444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009532315,"about_ca_system_score_gemma":0.0008498466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02785896,"about_ca_topic_score_gemma":0.03678863,"domain_scores_codex":[0.9992723,0.0001565214,0.00006878429,0.0001088399,0.00006461712,0.0003290506],"domain_scores_gemma":[0.9967713,0.0003322583,0.001386017,0.0001603159,0.000311692,0.001038514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003513305,0.0001010621,0.9962665,0.00002089547,0.00009764193,0.0001027572,0.000413154,0.0001342569,0.0001269241,0.00007126421,0.0002639532,0.002050256],"study_design_scores_gemma":[0.000001565596,0.0000371626,0.9991297,0.000009500899,0.00000691885,0.00002650029,0.0006084833,0.00004924939,0.000008933195,0.00002142836,0.00009638361,0.000004243351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973211,0.0003094311,0.00003947459,0.0005025619,0.00004859891,0.00001847716,0.0005413222,0.000003435194,0.001215659],"genre_scores_gemma":[0.9993375,0.00009968054,0.0000206232,0.00006496297,0.0000250722,0.000009264027,0.0002799465,0.000001283665,0.0001616559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02785896,"threshold_uncertainty_score":0.05539364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06063508689438565,"score_gpt":0.421940496293008,"score_spread":0.3613054093986224,"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."}}