{"id":"W4405086588","doi":"10.1111/ppe.13144","title":"Cancer incidence and stage at diagnosis in children and adolescents in the Community of Madrid, 2015–2018","year":2024,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; European Commission","keywords":"Medicine; Cancer registry; Incidence (geometry); Cancer; Population; Pediatrics; Stage (stratigraphy); Medical record; Confidence interval; Medical diagnosis; Retrospective cohort study; Epidemiology; Demography; Surgery; Internal medicine; Environmental health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002224973,0.0001318586,0.0004241304,0.0001858655,0.00006155382,0.000005687837,0.0001194157,0.0001559953,0.00003424144],"category_scores_gemma":[0.001674528,0.000087255,0.00002726451,0.0002772146,0.0004539502,0.00006212156,0.00037953,0.0006328162,0.000002736406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675986,"about_ca_system_score_gemma":0.0001085634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570155,"about_ca_topic_score_gemma":0.00104657,"domain_scores_codex":[0.9982121,0.0007941417,0.0003400246,0.0002497778,0.0001098017,0.0002941763],"domain_scores_gemma":[0.9959827,0.003659994,0.00005438861,0.0001884111,0.00001761387,0.00009689153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130217,0.00003058835,0.9907025,0.0005635209,0.00001720839,0.00004055407,0.0008319376,0.000003282194,0.00001273233,0.00009506795,0.001126775,0.006462786],"study_design_scores_gemma":[0.0009840869,0.0001935923,0.9962831,0.0001722459,0.00002761375,0.0002260163,0.0001527369,0.001260612,0.00000863592,0.0001574127,0.0004584982,0.00007547263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579689,0.03922507,0.00001311969,0.002277009,0.00004665144,0.0003227492,0.0001080067,0.000008281701,0.0000302027],"genre_scores_gemma":[0.9707692,0.02845818,0.00007501223,0.0004837297,0.0000768543,0.00006482429,0.00001367599,0.000009622037,0.00004885452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465498,"threshold_uncertainty_score":0.990853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298699552220282,"score_gpt":0.3498023936931543,"score_spread":0.3199324384711261,"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."}}