{"id":"W4231251101","doi":"10.31234/osf.io/wxmks","title":"The impact of pandemic-related worry on cognitive functioning and risk-taking","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Army Research Office","keywords":"Worry; Pandemic; Context (archaeology); Cognition; Set (abstract data type); Task (project management); Psychology; Developmental psychology; Cognitive psychology; Social psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Medicine; Computer science; Economics; Disease; Anxiety","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":[0.001909855,0.0004417706,0.0002503046,0.0004186338,0.0003022277,0.001116693,0.0002428086,0.0004817429,0.001745792],"category_scores_gemma":[0.01046397,0.0002183415,0.0004626195,0.0002959074,0.0005893015,0.0006433866,0.0007966859,0.0009224812,0.0001547582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218668,"about_ca_system_score_gemma":0.0003489163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158522,"about_ca_topic_score_gemma":0.003604482,"domain_scores_codex":[0.9993468,0.000235866,0.00005173992,0.0001253287,0.0001413586,0.00009894028],"domain_scores_gemma":[0.9939321,0.002676114,0.001939505,0.0007225221,0.0002990431,0.0004307308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005831606,0.0005663608,0.9764766,0.0000754479,0.0003009561,0.0001221867,0.002364878,0.0005094387,0.00278461,0.0002100013,0.0001310047,0.0158753],"study_design_scores_gemma":[0.000001952669,0.0001469498,0.9989414,0.000004659771,0.00001457723,0.00004312328,0.0002688497,0.0001264549,0.0002277009,0.0001444706,0.00007457894,0.000005283411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991014,0.00006781714,0.0001563949,0.00005875071,0.000004438339,0.0000064861,0.00008084782,0.000002168899,0.0005218318],"genre_scores_gemma":[0.9994587,0.00006018405,0.0002065378,0.00002802328,0.000007534181,0.000006904851,0.0001069436,0.000001595591,0.0001235964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002158522,"threshold_uncertainty_score":0.01010036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05023894608526011,"score_gpt":0.371349861466917,"score_spread":0.3211109153816569,"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."}}