{"id":"W4390667577","doi":"10.1093/rpd/ncad315","title":"Reconstruction of organ doses for patients undergoing computed tomography examinations in Canada 1992–2019","year":2024,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; McMaster University; Laurentian University","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; National Cancer Institute; National Institutes of Health","keywords":"Computed tomography; Medicine; Nuclear medicine; Tomography; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000537648,0.0005429242,0.0004689698,0.002724107,0.0007926652,0.001100896,0.0009804076,0.0004115071,0.003381494],"category_scores_gemma":[0.004090748,0.0006025812,0.001241483,0.004156964,0.0002734991,0.0002599943,0.0005882151,0.0005471018,0.0006979692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02804983,"about_ca_system_score_gemma":0.01901532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687677,"about_ca_topic_score_gemma":0.9641298,"domain_scores_codex":[0.9991918,0.00008793867,0.00005024332,0.0001429738,0.0003571952,0.0001697396],"domain_scores_gemma":[0.9981654,0.0002187391,0.0002443842,0.0001217751,0.001157887,0.00009183698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004606693,0.00006861459,0.6485121,0.0002471088,0.0005863676,0.0004409414,0.0004179897,0.2403563,0.001312209,0.002727701,0.02165567,0.08321427],"study_design_scores_gemma":[0.00007562928,0.00005262507,0.798867,0.0001191932,0.0002429632,0.0007439625,0.0004763769,0.1623669,0.003124486,0.001356455,0.0324427,0.0001316807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7820629,0.00223257,0.03028879,0.001439275,0.00004414068,0.0003030568,0.1602778,0.001715736,0.02163571],"genre_scores_gemma":[0.9302913,0.0008753945,0.01451479,0.0001893121,0.0000141469,0.0001311488,0.04883167,0.000314298,0.004837909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0312323,"threshold_uncertainty_score":0.2035167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008193567603339015,"score_gpt":0.2293121836062726,"score_spread":0.2211186160029336,"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."}}