{"id":"W3212221359","doi":"10.1146/annurev-clinpsy-072720-020131","title":"The Psychology of Pandemics.","year":2022,"lang":"en","type":"book","venue":"PubMed","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Anxiety; Social distance; Psychology; Public health; Criminology; Psychiatry; Social psychology; Political science; Disease; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Nursing","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":[0.0004487633,0.0007455017,0.0003241579,0.001666336,0.001212499,0.003558376,0.0007347255,0.002602624,0.08610539],"category_scores_gemma":[0.001484998,0.000304274,0.0005002631,0.001295186,0.001583713,0.00392939,0.00160121,0.002489996,0.04096099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472767,"about_ca_system_score_gemma":0.001538965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342008,"about_ca_topic_score_gemma":0.01064225,"domain_scores_codex":[0.9997795,0.00006754279,0.00001715822,0.00002294038,0.0000910906,0.00002177491],"domain_scores_gemma":[0.9994904,0.0002760831,0.00003306702,0.00003113848,0.000101293,0.00006791993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003195337,0.000006048934,0.00003606766,0.0001967425,0.000001846883,0.00002552958,0.0002650114,0.00002063485,0.00004917408,0.01510521,0.9352906,0.04900004],"study_design_scores_gemma":[0.00000413283,0.000006306725,0.0002550182,0.0003035874,0.000001539353,0.0001495238,0.0001385396,0.00001531,0.00001930314,0.006162073,0.9929422,0.000002584671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004130258,0.189448,0.001666911,0.04514999,0.02257082,0.0001041821,0.0007190321,0.0004413546,0.7394866],"genre_scores_gemma":[0.007226838,0.1079147,0.002770059,0.04352663,0.009759307,0.0001896902,0.0006403957,0.0002153617,0.8277571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08610539,"threshold_uncertainty_score":0.2880512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098956649094246,"score_gpt":0.4011082606314017,"score_spread":0.2912125957219771,"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."}}