{"id":"W4318542693","doi":"10.25318/82-003-x202300100001-eng","title":"Five-year cancer survival by stage at diagnosis in Canada","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"","field":"","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Stage (stratigraphy); Breast cancer; Cancer; Medicine; Cancer registry; Prostate cancer; Lung cancer; Colorectal cancer; Oncology; Population; Relative survival; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007291249,0.000294173,0.000392783,0.002373169,0.001320163,0.0009145801,0.0009640032,0.0002932241,0.003232595],"category_scores_gemma":[0.003692487,0.0001881327,0.0008666088,0.005457263,0.0003885818,0.0003855843,0.0007941407,0.0006526763,0.0002645512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04159612,"about_ca_system_score_gemma":0.0538829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972102,"about_ca_topic_score_gemma":0.9982921,"domain_scores_codex":[0.9989126,0.00005394137,0.00007299004,0.000171264,0.0003847826,0.0004045433],"domain_scores_gemma":[0.9960141,0.0001774314,0.000466129,0.0000987447,0.002637476,0.0006061944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463741,0.0000129213,0.9600194,0.0001779477,0.0001837982,0.00007981078,0.0003645899,0.001395156,0.0001076658,0.0008466894,0.01949701,0.01716858],"study_design_scores_gemma":[0.00001657316,0.00002091091,0.9906113,0.0001372351,0.00009996744,0.00007599763,0.0004450961,0.001593636,0.0001098859,0.0001749426,0.006687237,0.00002731342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7758672,0.008216819,0.001392709,0.003328083,0.0001361762,0.0001386878,0.1913512,0.0002349507,0.01933436],"genre_scores_gemma":[0.955955,0.002544781,0.0006160183,0.0003017874,0.00001826225,0.00003874067,0.03733682,0.00002648522,0.003162257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04159612,"threshold_uncertainty_score":0.3018024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690406859355389,"score_gpt":0.2415160715523657,"score_spread":0.2046120029588118,"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."}}