{"id":"W3017877307","doi":"10.1016/s2468-2667(20)30096-7","title":"Pitfalls of judgment during the COVID-19 pandemic","year":2020,"lang":"en","type":"review","venue":"The Lancet Public Health","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"University of Toronto","keywords":"Isolation (microbiology); Social distance; Blame; Pandemic; Neglect; Coronavirus disease 2019 (COVID-19); Psychology; Social isolation; Coping (psychology); Mental health; Psychological resilience; Social psychology; Medicine; Disease; Psychiatry; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02150801,0.0003897296,0.003207024,0.0002547034,0.000536268,0.0005184568,0.005033389,0.0001961867,0.0003888],"category_scores_gemma":[0.006172522,0.0001659748,0.0006316273,0.001393285,0.0002655078,0.0001513421,0.0008290656,0.0009875637,0.0005806889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790701,"about_ca_system_score_gemma":0.004607945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000177105,"about_ca_topic_score_gemma":0.0001238553,"domain_scores_codex":[0.9921427,0.002318191,0.002543604,0.0008211879,0.001375039,0.0007993112],"domain_scores_gemma":[0.9890456,0.005190788,0.002550786,0.002465344,0.0001218256,0.0006256166],"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":[0.000004866009,0.0000253848,0.0001230267,0.0007127605,0.00002671991,0.000003477034,0.0004268287,0.000004603728,2.667501e-8,0.0005693464,0.03182136,0.9662816],"study_design_scores_gemma":[0.0001877452,0.00004599896,0.00004982812,0.0003838709,0.00003159971,0.00009994096,0.0001695415,0.00001093911,1.183245e-8,0.003492838,0.9953559,0.0001717921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005241925,0.9432525,0.0002296724,0.05312908,0.0007744456,0.00102109,0.0003195676,0.00009821568,0.0006512343],"genre_scores_gemma":[0.0007268882,0.989589,0.00008854317,0.008319339,0.000737295,0.00006763047,0.00001604177,0.00003592677,0.0004193261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9661098,"threshold_uncertainty_score":0.9353372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7439463160865961,"score_gpt":0.5579711582968446,"score_spread":0.1859751577897515,"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."}}