{"id":"W2920308288","doi":"10.1016/j.canep.2019.02.013","title":"Stage at diagnosis for childhood solid cancers in Australia: A population-based study","year":2019,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Cancer Council Queensland; National Health and Medical Research Council; Medical Research Council; Australian Institute of Health and Welfare, Australian Government; Cancer Australia","keywords":"Medicine; Rhabdomyosarcoma; Cancer registry; Stage (stratigraphy); Cancer; Population; Cohort; Pediatric cancer; Oncology; Survival rate; Internal medicine; Pediatrics; Sarcoma; Pathology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001072539,0.0002340069,0.001016262,0.0001691546,0.00005564888,0.000003290746,0.0001775827,0.000227054,0.001652806],"category_scores_gemma":[0.001706333,0.0001991919,0.0001423212,0.0002386934,0.00005893204,0.00004639105,0.00006866267,0.0002872609,0.0001075224],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006080197,"about_ca_system_score_gemma":0.0009744109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839311,"about_ca_topic_score_gemma":0.007722644,"domain_scores_codex":[0.9973786,0.0003058141,0.0006663134,0.0006741276,0.0001748544,0.0008003231],"domain_scores_gemma":[0.9959199,0.003067436,0.0001984739,0.000498653,0.00009761198,0.0002179221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005817583,0.0001909361,0.981566,0.0001742843,0.0001196515,0.00001664992,0.0002074191,0.01034272,0.00004484784,0.00005011716,0.006276976,0.0004287084],"study_design_scores_gemma":[0.008954369,0.001014153,0.9805785,0.000143318,0.00007376257,0.000002427861,0.0001276138,0.005974769,0.0001226517,0.0001080231,0.002709061,0.0001913145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992014,0.0003911288,0.0001188425,0.003405699,0.0005197046,0.003318242,0.0001456322,0.00004016532,0.00004662106],"genre_scores_gemma":[0.9904267,0.00004499597,0.0004359063,0.002533349,0.0002582223,0.002999527,0.0001419207,0.00004361372,0.003115767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067047,"threshold_uncertainty_score":0.9992598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08435056410501435,"score_gpt":0.436593850690086,"score_spread":0.3522432865850717,"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."}}