{"id":"W3016902371","doi":"10.1038/s41562-020-0884-z","title":"Using social and behavioural science to support COVID-19 pandemic response","year":2020,"lang":"en","type":"review","venue":"Nature Human Behaviour","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5060,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of British Columbia; University of Regina","funders":"U.S. Department of Health and Human Services","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coping (psychology); Behavioural sciences; Public health; Psychology; Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public relations; Sociology; Political science; Medicine; Social science; Infectious disease (medical specialty); Psychiatry","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":[0.002875206,0.001018883,0.002094824,0.00274278,0.0004521438,0.001936348,0.0013259,0.003058751,0.006286261],"category_scores_gemma":[0.008151105,0.0003905817,0.001187521,0.002283075,0.001363581,0.001825227,0.001696416,0.004057759,0.001605117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193525,"about_ca_system_score_gemma":0.00518266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008193101,"about_ca_topic_score_gemma":0.01692201,"domain_scores_codex":[0.9993632,0.0002368024,0.0000814767,0.00008922823,0.0001725503,0.00005672021],"domain_scores_gemma":[0.9953625,0.003634203,0.0002864669,0.00006548546,0.0004941422,0.0001572682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006609185,0.0001094693,0.000390943,0.03865417,0.0003398623,0.00005170983,0.0001236432,0.0002955395,0.000157315,0.008118509,0.02950813,0.9221846],"study_design_scores_gemma":[0.00009702818,0.0001853866,0.005403703,0.1155029,0.0007684573,0.0003355114,0.0005540158,0.0002087624,0.0001515977,0.01657072,0.8601503,0.00007158081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002978562,0.9979709,0.00005060615,0.001134983,0.0002509716,0.0000046728,0.00001557275,0.000002561983,0.0005399389],"genre_scores_gemma":[0.0007132692,0.9976725,0.0001658423,0.0008919058,0.0003572878,0.00001199193,0.00002397779,0.000001255003,0.000161884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008193101,"threshold_uncertainty_score":0.02102965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4537085195442988,"score_gpt":0.595649665357856,"score_spread":0.1419411458135572,"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."}}