{"id":"W4392741507","doi":"10.53555/sfs.v10i6.2286","title":"Reduction Of CT Pediatric Radiation Dose by Iterative Reconstruction","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reduction (mathematics); Radiation dose; Nuclear medicine; Medical physics; Medicine; Mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001387116,0.0005374605,0.0003750058,0.0007775212,0.000264382,0.001110032,0.0008035735,0.0005801915,0.002216473],"category_scores_gemma":[0.006147008,0.00035925,0.0006287747,0.0006151473,0.0003874872,0.0008187072,0.0007979635,0.001129606,0.0008720942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004891997,"about_ca_system_score_gemma":0.0009438462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008742344,"about_ca_topic_score_gemma":0.001390398,"domain_scores_codex":[0.9990841,0.0003769561,0.00008427133,0.00008453859,0.0003232106,0.00004683965],"domain_scores_gemma":[0.9981456,0.001067406,0.0002587279,0.000145581,0.0003393605,0.00004341466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004590031,0.0001255501,0.01522352,0.00161013,0.0002032039,0.001083068,0.001186339,0.03178608,0.0740906,0.01174946,0.01217834,0.8503046],"study_design_scores_gemma":[0.0002482661,0.002688328,0.03672333,0.002974616,0.001069519,0.04584574,0.001692358,0.2614645,0.294792,0.02034429,0.3317633,0.0003937128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0461483,0.02236397,0.9113532,0.001796897,0.0002985915,0.0002064738,0.0001380836,0.001294954,0.01639953],"genre_scores_gemma":[0.1832496,0.01899852,0.7929872,0.0005472206,0.0002194759,0.0001833475,0.0001978895,0.0006633134,0.002953425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002216473,"threshold_uncertainty_score":0.007414818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108525279431195,"score_gpt":0.3079267171092485,"score_spread":0.1994014376780535,"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."}}