{"id":"W4408019114","doi":"10.1016/j.paid.2025.113110","title":"Predicting depressive symptomatology and resiliency during COVID-19: An embodied attachment perspective","year":2025,"lang":"en","type":"article","venue":"Personality and Individual Differences","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Saint John Regional Hospital; Acadia University","funders":"","keywords":"Psychology; Embodied cognition; Coronavirus disease 2019 (COVID-19); Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Depressive symptoms; Developmental psychology; Psychotherapist; Anxiety; Psychiatry; Epistemology; Disease; Virology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005677349,0.0002161659,0.0002046675,0.0003338652,0.0003566339,0.001174787,0.0002370363,0.0004701418,0.001340921],"category_scores_gemma":[0.00213247,0.0001583302,0.0002973421,0.0003064788,0.0002144,0.0005110324,0.000768084,0.0006408475,0.0001309487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421173,"about_ca_system_score_gemma":0.0002222319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00598998,"about_ca_topic_score_gemma":0.0142218,"domain_scores_codex":[0.9998549,0.00005808411,0.000008387224,0.00002666748,0.00002228305,0.00002972562],"domain_scores_gemma":[0.9996077,0.0001513876,0.00009252955,0.00003470342,0.00003572102,0.00007797494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003277453,0.0002818121,0.9790077,0.00001772695,0.00008815694,0.0001289724,0.001320203,0.0008846077,0.002021841,0.0004780146,0.0001255321,0.01531758],"study_design_scores_gemma":[0.000004478046,0.0001698939,0.994866,0.00001214072,0.00002671745,0.00006716285,0.001245912,0.002882263,0.0002028148,0.0003619115,0.0001520984,0.000008779253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985103,0.00005609639,0.0003675179,0.00006041808,0.00000479486,0.000008815632,0.00006879329,0.000001945662,0.0009212902],"genre_scores_gemma":[0.9991769,0.00004660449,0.0004520709,0.00001141361,0.000002507327,0.00000647218,0.00007602756,8.141801e-7,0.0002270996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00598998,"threshold_uncertainty_score":0.0119102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479984402708277,"score_gpt":0.4071195270640449,"score_spread":0.3591210867932171,"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."}}