{"id":"W4308579177","doi":"10.1111/psyp.14206","title":"Neural response to social but not monetary reward predicts increases in depressive symptoms during the COVID‐19 pandemic","year":2022,"lang":"en","type":"article","venue":"Psychophysiology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Psychology; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Neural correlates of consciousness; Clinical psychology; Psychiatry; Virology; Cognition; Medicine; Internal medicine","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":[0.0003090379,0.0001859029,0.0001447556,0.0001510074,0.0001551897,0.0003908461,0.0001219458,0.0003812763,0.001529146],"category_scores_gemma":[0.0016606,0.0001335035,0.0001860431,0.0001026894,0.0001682451,0.0001765758,0.0002667122,0.0003937443,0.0001391629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308685,"about_ca_system_score_gemma":0.0001125672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228742,"about_ca_topic_score_gemma":0.004850595,"domain_scores_codex":[0.9999121,0.00003468261,0.000005642074,0.00001591052,0.00001134874,0.00002033092],"domain_scores_gemma":[0.9995079,0.0001184297,0.0001834616,0.00004593858,0.00004687856,0.00009746182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006698829,0.0002671755,0.986586,0.0000239444,0.0001075407,0.00006264068,0.0002520628,0.0003583423,0.005503673,0.00004168998,0.0001338568,0.0059933],"study_design_scores_gemma":[0.000002356813,0.00007805436,0.9994788,0.000001851675,0.000005970741,0.0000140167,0.00005760019,0.0002433654,0.00008015648,0.00001736981,0.00001928695,0.000001275237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995345,0.00003512847,0.00007879356,0.00002557979,0.00000284834,0.000005443256,0.00005824197,0.000001261572,0.0002581726],"genre_scores_gemma":[0.9997571,0.00002127101,0.0000437179,0.00001020884,0.00000236332,0.000005949131,0.0000504305,4.501571e-7,0.0001085075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228742,"threshold_uncertainty_score":0.005115569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307064257778394,"score_gpt":0.3286710099336041,"score_spread":0.2956003673558202,"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."}}