{"id":"W2042316489","doi":"10.1002/pbc.21682","title":"Congenital anomaly and childhood cancer: A population‐based, record linkage study","year":2008,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Pediatrics; Cancer registry; Relative risk; Population; Cohort; Cancer; Cohort study; Record linkage; Malignancy; Internal medicine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001563132,0.0002877794,0.0004931961,0.0003144139,0.0002407273,0.00002576907,0.0001527123,0.0001430647,0.0005668231],"category_scores_gemma":[0.0001385396,0.0002550347,0.00009504966,0.0007602805,0.00006948887,0.0001278463,0.0001062071,0.0003965684,0.00002837793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318905,"about_ca_system_score_gemma":0.001744044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584954,"about_ca_topic_score_gemma":0.001323906,"domain_scores_codex":[0.9976725,0.00007188191,0.0004218678,0.0006041217,0.0006992483,0.000530388],"domain_scores_gemma":[0.9987114,0.0001656631,0.0001398146,0.0003911549,0.0002037417,0.0003882227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675793,0.0008161967,0.9939587,0.0001018452,0.0002277342,0.0003510609,0.0005059854,0.00001355093,0.00002221761,0.000001342844,0.0015912,0.002242613],"study_design_scores_gemma":[0.01059259,0.0007756591,0.9859824,0.00002493777,0.001359165,0.000154069,0.0000759944,0.0003293462,0.0000438022,0.000004757383,0.0003793278,0.0002779627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904475,0.007021738,0.00001539214,0.0004940275,0.0002957327,0.001171234,0.000098121,0.0001247245,0.000331502],"genre_scores_gemma":[0.9916606,0.00353011,0.0004603828,0.0004632448,0.002550155,0.0003955505,0.00002495368,0.00006623549,0.0008487471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452563,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752701888565351,"score_gpt":0.287130787478064,"score_spread":0.2696037685924105,"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."}}