{"id":"W1971634639","doi":"10.1007/s00246-014-0999-y","title":"Cumulative Radiation Exposure in Pediatric Patients with Congenital Heart Disease","year":2014,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Nuclear medicine; Cumulative dose; Fluoroscopy; Cohort; Retrospective cohort study; Radiography; Radiology; Dose area product; Cardiac surgery; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002077929,0.000164732,0.0003876207,0.0003798701,0.00004819558,0.00001196122,0.00005581661,0.0000842894,0.00002445939],"category_scores_gemma":[0.0003748028,0.0001404272,0.00008648902,0.0004593997,0.00003267656,0.0001511442,0.00002317081,0.0001988277,0.0000724278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007761799,"about_ca_system_score_gemma":0.0001338419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438914,"about_ca_topic_score_gemma":0.000002016205,"domain_scores_codex":[0.9986625,0.0001641504,0.0002929321,0.0003405436,0.0002353897,0.0003044235],"domain_scores_gemma":[0.9991647,0.0001810403,0.00009916817,0.0002399626,0.0001014922,0.000213641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000208904,0.00005080024,0.9965961,0.00001992577,0.00002325203,0.00001296406,0.00008274891,0.0004519722,9.954706e-7,0.00002520009,0.001296942,0.001230193],"study_design_scores_gemma":[0.00356348,0.0002798252,0.9940074,0.000001510703,0.0003725456,0.000005846113,0.00001085559,0.0003698035,0.000001276518,0.00004765496,0.001182504,0.0001572755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964352,0.0008063018,0.0003211124,0.0004018499,0.0002720908,0.000434409,0.00001516232,0.00005179631,0.001262023],"genre_scores_gemma":[0.9969086,0.0001222493,0.00008028884,0.0004802157,0.002122985,0.00004021162,0.0001575451,0.00002379084,0.00006409206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354575,"threshold_uncertainty_score":0.5726457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00658453062677443,"score_gpt":0.2355041221758942,"score_spread":0.2289195915491198,"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."}}