{"id":"W4414531004","doi":"10.1158/1055-9965.epi-25-0611","title":"Health Outcomes in Childhood Cancer Survivors with Congenital Anomalies in the Childhood Cancer Survivor Study","year":2025,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; American Lebanese Syrian Associated Charities; National Cancer Institute; Rally Foundation","keywords":"Childhood cancer; Cancer; Early childhood; Late childhood; Cancer survivor; Young adult","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000860833,0.0002335517,0.0004249602,0.0008403859,0.0003290984,0.0004171389,0.0003650869,0.0002528059,0.001051354],"category_scores_gemma":[0.002673705,0.0001917784,0.000581368,0.001824872,0.0002002776,0.0002839321,0.0005679763,0.0005874584,0.0001002784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417055,"about_ca_system_score_gemma":0.0008267479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02392068,"about_ca_topic_score_gemma":0.02845347,"domain_scores_codex":[0.9995003,0.0001370798,0.00005715459,0.00009370202,0.0001100071,0.0001017504],"domain_scores_gemma":[0.9977266,0.0003345429,0.00115184,0.0001761862,0.0002598302,0.0003509201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003236122,0.000008670448,0.998901,0.00001335377,0.00008844489,0.00002412379,0.00003325793,0.00004325536,0.00002156275,0.00002103583,0.0002450627,0.0005678372],"study_design_scores_gemma":[0.000007913896,0.00003044686,0.9993049,0.00001536508,0.00006099848,0.00009358136,0.00007154102,0.0000770253,0.00002597655,0.00001437322,0.0002951662,0.000002604979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897829,0.0007831039,0.0001288836,0.0001677038,0.00001715594,0.00002864133,0.008552596,0.000007214903,0.0005319629],"genre_scores_gemma":[0.9935762,0.0005576038,0.000135372,0.0000445119,0.00001609573,0.00004161233,0.005465773,0.000003422224,0.0001592859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392068,"threshold_uncertainty_score":0.0475629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535783155604117,"score_gpt":0.4061940786008724,"score_spread":0.3608362470448312,"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."}}