{"id":"W3120472698","doi":"10.1016/j.canep.2020.101881","title":"The impact of excluding or including Death Certificate Initiated (DCI) cases on estimated cancer survival: A simulation study","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Canadian Partnership Against Cancer; Cancer Care Ontario; Cancer Care Nova Scotia; CancerCare Manitoba","funders":"Cancer Council Victoria; Public Health Agency; Cancer Society of New Zealand; Cancer Institute NSW; Cancer Research UK; Public Health Wales; World Health Organization; Kreftforeningen; Kræftens Bekæmpelse; Partenariat Canadien Contre Le Cancer; National Cancer Registry Ireland","keywords":"Medicine; Death certificate; Cancer survival; Cancer; Survival analysis; Oncology; Internal medicine; Cause of death","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001623589,0.0002899168,0.001012949,0.00009741279,0.0003261369,0.00001424092,0.0001702669,0.0001540514,0.0003507472],"category_scores_gemma":[0.008526013,0.0001728287,0.0002152669,0.0005946632,0.0001388859,0.00009405369,0.0001102087,0.0003651388,0.000007733917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007710948,"about_ca_system_score_gemma":0.0008900454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318404,"about_ca_topic_score_gemma":0.002392237,"domain_scores_codex":[0.9968184,0.0008689605,0.0009175402,0.0005450401,0.0002358694,0.0006141426],"domain_scores_gemma":[0.9922329,0.00597128,0.000496247,0.0005095969,0.0006040242,0.0001859532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002628716,0.0001374859,0.8400197,0.0000446975,0.0005354034,0.0002761743,0.0003184726,0.1468151,0.0009309668,0.00008576721,0.000793212,0.007414293],"study_design_scores_gemma":[0.002061705,0.001604434,0.931904,0.0008557866,0.0003662672,0.00006521084,0.000950057,0.06007695,0.001034306,0.0003143197,0.0004846279,0.000282396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899927,0.006905788,0.0002694295,0.001354003,0.0005398538,0.0005467903,0.00006011226,0.00008002696,0.0002512879],"genre_scores_gemma":[0.9973434,0.00132831,0.00008757013,0.0006029023,0.0002628285,0.000160109,0.00003325939,0.00003477961,0.0001468928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09188423,"threshold_uncertainty_score":0.9998256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9064268852466276,"score_gpt":0.6337135800895898,"score_spread":0.2727133051570378,"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."}}