{"id":"W4405624138","doi":"10.29173/hsi413","title":"Hindsight is 2020: Lessons Learned from the COVID-19 Pandemic on Death, Dying, and Grief","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grief; Hindsight bias; Pandemic; Coronavirus disease 2019 (COVID-19); Visitor pattern; Disenfranchised grief; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Loneliness; Traumatic grief; Medicine; Disease; Psychiatry; Social psychology; Virology; Infectious disease (medical specialty); Outbreak; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00199749,0.0002067441,0.0002795777,0.00007652683,0.001640301,0.0001073326,0.0004654012,0.000113054,0.001093635],"category_scores_gemma":[0.0001328411,0.0001533552,0.00004585019,0.0006330977,0.0009360428,0.0001454845,0.0001915357,0.0004803577,0.0002816735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889886,"about_ca_system_score_gemma":0.002185253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004435468,"about_ca_topic_score_gemma":0.001142856,"domain_scores_codex":[0.996695,0.0002890854,0.0004256557,0.001059247,0.000578401,0.0009526006],"domain_scores_gemma":[0.9975511,0.0004270606,0.0002252978,0.000800077,0.00005906009,0.0009373807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002701421,0.0008293228,0.4031091,0.0002701989,0.00005015143,0.0001762462,0.2117492,0.000007829896,0.001011893,0.05320331,0.2236821,0.1056405],"study_design_scores_gemma":[0.003581602,0.001092525,0.4936962,0.0002728589,0.00003203049,0.0002960151,0.04676951,0.00007695543,0.000373939,0.02111284,0.4320025,0.0006931028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8701995,0.00249981,0.0002527795,0.1195516,0.003898269,0.0004840385,0.00008020379,0.00009896373,0.002934837],"genre_scores_gemma":[0.8238421,0.002067379,0.000141348,0.1719908,0.0004601811,0.000049514,0.00003051632,0.00001786656,0.001400235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083204,"threshold_uncertainty_score":0.9998195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3572467249176006,"score_gpt":0.4970351928249245,"score_spread":0.1397884679073239,"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."}}