{"id":"W4412105367","doi":"10.1007/s00520-025-09725-x","title":"End-of-life healthcare use and associated costs for First Nations Australians diagnosed with cancer in Queensland, Australia","year":2025,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; University of Queensland","keywords":"Medicine; Palliative care; Cancer registry; Cancer; Health care; Population; Emergency medicine; Nursing research; Emergency department; Pharmaceutical Benefits Scheme; Incidence (geometry); Family medicine; Comorbidity; Health economics; Retrospective cohort study; Public health; Environmental health; Internal medicine; Nursing; Medical prescription","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008699069,0.0002314475,0.0003504857,0.001320793,0.00067629,0.0005739414,0.0005793193,0.0002798191,0.001570673],"category_scores_gemma":[0.003585614,0.0003543458,0.0004683957,0.002274503,0.0003290485,0.0006008355,0.001387042,0.0008172761,0.0001942046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003394836,"about_ca_system_score_gemma":0.0022767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3163677,"about_ca_topic_score_gemma":0.3248766,"domain_scores_codex":[0.9990005,0.0002772075,0.0001437528,0.0001539011,0.0002284984,0.0001961005],"domain_scores_gemma":[0.9972478,0.0002276663,0.001569898,0.00007198704,0.0004286784,0.0004539805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005391543,0.00004315172,0.9914581,0.0002237029,0.00009078826,0.000147958,0.001469655,0.0002507483,0.0001072889,0.00009579838,0.002054406,0.00400441],"study_design_scores_gemma":[0.000003840542,0.00002751396,0.9984793,0.00005780495,0.00001358177,0.00007986613,0.0004829594,0.0001823488,0.0000128706,0.00002748157,0.0006282662,0.000004146486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912729,0.000843831,0.00008422551,0.0005416872,0.0000084877,0.00005608361,0.006140278,0.000005379758,0.001047076],"genre_scores_gemma":[0.9951302,0.0007596625,0.0002619194,0.0002044754,0.00001264336,0.0001256574,0.002881255,0.000003060639,0.0006211981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163677,"threshold_uncertainty_score":0.6290524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079468393867419,"score_gpt":0.4238326170890389,"score_spread":0.315885777702297,"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."}}