{"id":"W2338565249","doi":"10.1016/j.jcmg.2016.02.018","title":"Women Image Wisely","year":2016,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ionizing radiation; Radiation exposure; Population; Radiation protection; Medical physics; Medicine; Environmental health; Nuclear medicine; Physics; Irradiation; Nuclear physics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009802984,0.000684973,0.001576436,0.000615824,0.0001678929,0.0002515178,0.0003943597,0.000369383,0.0007286609],"category_scores_gemma":[0.000238006,0.0005657034,0.002354252,0.0003197467,0.0001820619,0.0005684402,0.0001640392,0.001754926,0.001456512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007920336,"about_ca_system_score_gemma":0.0003290701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003886948,"about_ca_topic_score_gemma":7.358552e-8,"domain_scores_codex":[0.995262,0.0002196555,0.0005943612,0.001115728,0.001468164,0.001340134],"domain_scores_gemma":[0.9969794,0.0000955565,0.0001954281,0.002185509,0.0002995422,0.0002446279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001191696,0.000008494296,0.0004293362,0.0002997389,0.002569695,0.004112466,0.0001573876,0.000001098683,0.0003737297,0.000001567136,0.8596439,0.1323906],"study_design_scores_gemma":[0.001979629,0.00001634392,0.0007697655,0.0004328623,0.001036104,0.001192602,0.00006034262,0.00007229939,0.0005472813,0.00009540217,0.9931112,0.0006861857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007814082,0.01670876,0.005815306,0.9142317,0.001783577,0.001196165,0.00007925711,0.0007280553,0.05867576],"genre_scores_gemma":[0.00571063,0.001098951,0.001413655,0.9361721,0.04122537,0.0003198562,0.0003993334,0.0005624534,0.01309763],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1334672,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092330257443157,"score_gpt":0.2275829588711286,"score_spread":0.2166596562966971,"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."}}