{"id":"W4386592130","doi":"10.1002/ijc.34720","title":"Nonchromosomal birth defects and risk of childhood acute leukemia: An assessment in 15 000 leukemia cases and 46 000 controls from the Childhood Cancer and Leukemia International Consortium","year":2023,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Environmental Health Sciences; Medical Research Council; National Cancer Institute; National Institutes of Health; Agence Nationale de la Recherche; National Health and Medical Research Council; CHILDREN with CANCER UK; World Health Organization; Cancer Prevention and Research Institute of Texas; U.S. Environmental Protection Agency; U.S. Department of Defense","keywords":"Childhood leukemia; Leukemia; Medicine; Childhood cancer; Cancer; Acute leukemia; Pediatrics; Oncology; Internal medicine; Lymphoblastic Leukemia","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":[0.003632267,0.0006526414,0.0006071589,0.002271478,0.0005961086,0.0008731393,0.0009011221,0.0006188414,0.0008389433],"category_scores_gemma":[0.00710979,0.0007879523,0.00073871,0.002584074,0.0005030171,0.0004276716,0.0009483199,0.0006254155,0.0001692475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860005,"about_ca_system_score_gemma":0.0004227909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02836802,"about_ca_topic_score_gemma":0.0155418,"domain_scores_codex":[0.9968914,0.001080932,0.0003746353,0.0007734934,0.0007040005,0.000175582],"domain_scores_gemma":[0.996229,0.0008134085,0.001592803,0.0004454763,0.0005136043,0.0004056597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458746,0.00002981135,0.9980093,0.00001694162,0.0001514802,0.00007327309,0.0001296877,0.00006575334,0.0001609958,0.00001946462,0.0001096458,0.001087739],"study_design_scores_gemma":[0.0000253386,0.00008678882,0.9988648,0.000006151124,0.00007775293,0.000267537,0.0001262211,0.0001930052,0.00007321724,0.00001368992,0.0002603939,0.000005117687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973961,0.0007789455,0.0003723784,0.00003802238,0.000006868118,0.00003441974,0.001087685,0.00001462779,0.0002708789],"genre_scores_gemma":[0.9967992,0.0005567248,0.0003487565,0.00003268507,0.00001688682,0.00005890112,0.001977025,0.000007333855,0.0002023654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02836802,"threshold_uncertainty_score":0.05640578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111760564623704,"score_gpt":0.3366670565445711,"score_spread":0.325549450898334,"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."}}