{"id":"W4399150691","doi":"10.1200/jco.2024.42.16_suppl.1612","title":"Association of socioeconomic status with aggressive end-of-life care in patients with cancer before and during the COVID-19 pandemic.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Ottawa; University Health Network; University of Toronto; McMaster University; Queen's University","funders":"Canadian Institutes of Health Research; Peterborough K. M. Hunter Charitable Foundation","keywords":"Medicine; Socioeconomic status; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; End-of-life care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gerontology; Demography; Environmental health; Internal medicine; Palliative care; Disease; Virology; Outbreak; Population; Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007950705,0.0001958171,0.0002728093,0.0006509679,0.0004745271,0.000662352,0.0004410246,0.0005033416,0.001316886],"category_scores_gemma":[0.003901498,0.0002541557,0.0006403896,0.001215078,0.0002594203,0.0005504923,0.0007066786,0.0009826336,0.0001431078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081754,"about_ca_system_score_gemma":0.0006104847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02517314,"about_ca_topic_score_gemma":0.03556852,"domain_scores_codex":[0.9994916,0.0001070842,0.00007016457,0.0001088479,0.00008508013,0.0001371835],"domain_scores_gemma":[0.9977475,0.000221331,0.00122862,0.0001071143,0.0001966009,0.0004988446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005060906,0.00001294073,0.9995017,0.000003798373,0.00002676753,0.00001430442,0.00002989017,0.00001692929,0.00001489687,0.000007400749,0.00007697636,0.0002438307],"study_design_scores_gemma":[0.000004163048,0.00003909,0.9995369,0.000005599238,0.000009866192,0.00003592671,0.0001265041,0.0001560325,0.000006606713,0.000009342637,0.00006762378,0.000002358783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981029,0.0002351023,0.00003396677,0.0001351456,0.00001281405,0.00001076504,0.001128157,0.000001508212,0.0003396239],"genre_scores_gemma":[0.999099,0.000066364,0.00002641573,0.00003160557,0.000009435973,0.000009773569,0.0006952732,0.000001013858,0.00006123086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02517314,"threshold_uncertainty_score":0.05005318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220284038985465,"score_gpt":0.4988099158730807,"score_spread":0.3767815119745342,"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."}}