{"id":"W4393274073","doi":"10.3389/fonc.2024.1376652","title":"Second malignant neoplasms within 5 years from first primary diagnosis in pediatric oncology patients in Canada: a population-based retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; C17 Council; University of Toronto; University of Manitoba; Izaak Walton Killam Health Centre; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","funders":"","keywords":"Medicine; Cancer; Cohort; Retrospective cohort study; Incidence (geometry); Pediatric cancer; Malignancy; Cancer registry; Oncology; Internal medicine; Pediatrics; Population; Survival rate; Cohort study","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007345943,0.0002653124,0.001124062,0.001104463,0.00003403113,0.00001540545,0.0002419407,0.0003584207,0.0002367993],"category_scores_gemma":[0.0005881998,0.0002650953,0.00005686054,0.001309311,0.00006766513,0.00009509756,0.0001271129,0.0009495504,0.0000139037],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.06850898,"about_ca_system_score_gemma":0.01468019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7772068,"about_ca_topic_score_gemma":0.9764594,"domain_scores_codex":[0.9965423,0.0004215716,0.0009038721,0.0008617861,0.000643504,0.0006269798],"domain_scores_gemma":[0.998179,0.001076743,0.0001483823,0.000331218,0.00007689073,0.0001877227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006661493,0.001088561,0.9633854,0.00008254909,0.00009195165,0.005517208,0.001408006,0.0003854051,6.583652e-7,0.000002978691,0.02549944,0.001871686],"study_design_scores_gemma":[0.008029889,0.001381155,0.9823408,0.00009768389,0.0001017982,0.000005874527,0.0006484577,0.006095008,0.000003346737,0.00009859633,0.0009762881,0.0002211252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932363,0.0003662029,0.0000342535,0.0005072453,0.0027989,0.002279142,0.0001352954,0.00003070122,0.0006119471],"genre_scores_gemma":[0.9963268,0.0001245964,0.001671343,0.0004932526,0.0001624129,0.0007934662,0.0002904016,0.00005318704,0.00008452529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1992527,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006896764579915828,"score_gpt":0.2541954437685774,"score_spread":0.2472986791886616,"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."}}