{"id":"W4406902283","doi":"10.31557/apjcp.2025.26.1.171","title":"Staging at Diagnosis and Survival of Hematologic Neoplasms in Children and Adolescents in Mato Grosso, Brazil: A Population-based Study","year":2025,"lang":"en","type":"article","venue":"Asian Pacific Journal of Cancer Prevention","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hematologic Neoplasms; Medicine; Population; Pediatrics; Demography; Environmental health; Internal medicine; Cancer","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":[0.0006257262,0.0001166087,0.0004485658,0.0005273283,0.00003222008,0.00001681384,0.00006493049,0.00006742182,0.00001947403],"category_scores_gemma":[0.0001198621,0.00009928624,0.00005219876,0.000389121,0.00004025285,0.0001119218,0.0000489398,0.0002088548,2.349267e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933465,"about_ca_system_score_gemma":0.0002836138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004339648,"about_ca_topic_score_gemma":0.001003787,"domain_scores_codex":[0.9984942,0.0001990761,0.0006012682,0.0001787542,0.0003498849,0.0001767888],"domain_scores_gemma":[0.9993752,0.00008112271,0.0002778003,0.0001125242,0.00008180019,0.00007159595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000595871,0.0004113239,0.9927258,0.0002239631,0.0000808262,0.00003566372,0.0003164197,0.00004107662,0.00009204138,0.000009795169,0.00004262646,0.005424595],"study_design_scores_gemma":[0.008277641,0.0002558276,0.9877242,0.002201898,0.00008461196,0.00003400249,0.0007461648,0.0002284535,0.0002051184,0.0001765785,0.000002224274,0.00006326328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978364,0.0007609492,0.000176726,0.0004715058,0.00007399357,0.0006188544,0.000006366221,0.000003971864,0.00005122447],"genre_scores_gemma":[0.9996226,0.0001635474,0.00009600215,0.00001603616,0.00001668921,0.0000206532,0.000005033025,0.000009630981,0.00004985061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00768177,"threshold_uncertainty_score":0.4048775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009159320120691556,"score_gpt":0.3248749342048035,"score_spread":0.3157156140841119,"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."}}