{"id":"W2915800171","doi":"10.1002/pbc.27683","title":"Stage at diagnosis for children with blood cancers in Australia: Application of the Toronto Paediatric Cancer Stage Guidelines in a population‐based national childhood cancer registry","year":2019,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Health and Medical Research Council; Cancer Australia","keywords":"Medicine; Stage (stratigraphy); Cancer registry; Cancer; Population; Cohort; Internal medicine; Blood cancer; Pediatrics; Lymphoma; Disease; Oncology","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":[0.004241938,0.0001900529,0.0003120542,0.001718182,0.0004756391,0.0007400196,0.0007731929,0.0002039237,0.0007908658],"category_scores_gemma":[0.01317117,0.0003223139,0.0003815461,0.003164623,0.0003218192,0.0004631231,0.001451947,0.0004507274,0.0001393622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00357869,"about_ca_system_score_gemma":0.005118554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3877401,"about_ca_topic_score_gemma":0.4003108,"domain_scores_codex":[0.9956761,0.001675838,0.0008750812,0.0005076211,0.0009084899,0.0003568804],"domain_scores_gemma":[0.9891488,0.001329274,0.004889693,0.0006439343,0.003049984,0.0009382901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003898463,0.0000107113,0.9928093,0.00009437237,0.00003585864,0.00004779108,0.0007067827,0.0002109677,0.00007896914,0.0001056112,0.002011952,0.003848658],"study_design_scores_gemma":[0.000004138992,0.00002323635,0.9980626,0.00004159956,0.00001441486,0.00009295319,0.0003214174,0.0004271983,0.00004927272,0.00001566769,0.0009431966,0.000004418351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791389,0.00117898,0.001647025,0.0005860102,0.00003201451,0.0006428845,0.01228729,0.00004472259,0.004442241],"genre_scores_gemma":[0.9888654,0.000792562,0.002435786,0.0001184159,0.00001527976,0.0004904913,0.006678661,0.00001182232,0.0005915386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3877401,"threshold_uncertainty_score":0.7709664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019422265344805,"score_gpt":0.3307741900625914,"score_spread":0.3113519247177864,"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."}}