{"id":"W2773184757","doi":"","title":"Abstract 20252: Exposure to Low-Dose Ionizing Radiation From Cardiac Procedures and Risk of Malignancy in Adults With Congenital Heart Disease","year":2016,"lang":"en","type":"article","venue":"","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Ionizing radiation; Malignancy; Heart disease; Disease; Radiation exposure; Cardiology; Internal medicine; Nuclear medicine; Irradiation","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":[0.000329255,0.0001880484,0.000144889,0.0006190989,0.0001802315,0.0003427821,0.0002186774,0.0005038915,0.007124521],"category_scores_gemma":[0.001380424,0.00008248803,0.0002996426,0.0004972665,0.0001509026,0.0002554154,0.0002252241,0.000475577,0.0008221842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230976,"about_ca_system_score_gemma":0.0002525843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536446,"about_ca_topic_score_gemma":0.002248485,"domain_scores_codex":[0.9998573,0.0000365726,0.00002053926,0.00003542245,0.00002900895,0.00002125646],"domain_scores_gemma":[0.9989004,0.0002509116,0.0004782959,0.00004146445,0.000138155,0.0001907767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001445491,0.00004577746,0.9942419,0.00003776938,0.0000460905,0.00009267467,0.0000309201,0.00004632869,0.0006678347,0.00001990476,0.0004087384,0.004217431],"study_design_scores_gemma":[0.000007003347,0.0001444485,0.9982461,0.0000195804,0.00003652931,0.0005485451,0.00004215478,0.00007606838,0.0002227656,0.00001804401,0.0006359037,0.000002823451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942477,0.001596549,0.0002555277,0.0005480599,0.00004029024,0.000008551187,0.001365398,0.00001154075,0.001926334],"genre_scores_gemma":[0.9970118,0.0003828174,0.0002543842,0.0001765173,0.00008378882,0.000008682759,0.001057476,0.000003748992,0.001020654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007124521,"threshold_uncertainty_score":0.02383387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004937208389815857,"score_gpt":0.2236376266583182,"score_spread":0.2187004182685023,"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."}}