{"id":"W4390953205","doi":"10.1177/02692163231223394","title":"Long-term bereavement outcomes in family members of those who died in acute care hospitals before and during the first wave of COVID-19: A cohort study","year":2024,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Queensway-Carleton Hospital; University of Ottawa; Bruyère; Ottawa Hospital","funders":"Public Health Agency of Canada; Health Canada; University of Ottawa","keywords":"Grief; Medicine; Cohort; Cohort study; Prospective cohort study; Retrospective cohort study; Coronavirus disease 2019 (COVID-19); Pandemic; Pediatrics; Psychiatry; Internal medicine; Disease","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":[0.0007199544,0.0002614803,0.0007486852,0.0002636783,0.00006443667,0.000005932793,0.000160343,0.00006520475,0.0001267316],"category_scores_gemma":[0.00006219598,0.0001599654,0.00005589192,0.0003558803,0.0002962832,0.00004423949,0.0001157987,0.0002408492,0.000001880259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900498,"about_ca_system_score_gemma":0.00006531523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007052222,"about_ca_topic_score_gemma":0.02533156,"domain_scores_codex":[0.997858,0.0001718815,0.0007545644,0.0004670141,0.0004093647,0.0003391031],"domain_scores_gemma":[0.9989561,0.0002988944,0.0002031406,0.0003479174,0.00004903396,0.0001448861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001206479,0.0002366699,0.773612,0.00117097,0.0004083181,0.0001845785,0.2235328,0.000001238242,0.00002543138,0.000272575,0.00005265397,0.0003821061],"study_design_scores_gemma":[0.003787494,0.00131753,0.9131216,0.001046828,0.0001565748,0.000001427242,0.08030435,0.00000655987,0.00004005673,0.00008096097,0.00002856645,0.0001080405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911311,0.003175206,0.000008940584,0.001450482,0.0003905183,0.002796402,0.000100424,0.00001852343,0.0009283801],"genre_scores_gemma":[0.998045,0.0006860411,0.000006802281,0.0004274641,0.00003834176,0.0003296847,0.00003222578,0.00002295,0.000411494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432285,"threshold_uncertainty_score":0.9995599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343101410041501,"score_gpt":0.3891483851466431,"score_spread":0.354838244142493,"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."}}