{"id":"W4281565699","doi":"10.1097/pts.0000000000001041","title":"Characteristics of Cumulative Annual Radiation Exposure in Young Intensive Care Unit Survivors","year":2022,"lang":"en","type":"article","venue":"Journal of Patient Safety","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Intensive care unit; Radiation exposure; Medicine; Cumulative dose; Emergency medicine; Medical emergency; Intensive care medicine; Nuclear 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":[0.0002408269,0.00007959356,0.0003045335,0.0003102583,0.00005484992,0.000003241464,0.00005918138,0.00002496391,0.0001044573],"category_scores_gemma":[0.0003510773,0.00007318697,0.00009048201,0.0002790827,0.00002160718,0.0001662053,0.00003471611,0.0003311143,8.862304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492622,"about_ca_system_score_gemma":0.0001578947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007181316,"about_ca_topic_score_gemma":0.00001352068,"domain_scores_codex":[0.998539,0.0001454596,0.0007223041,0.0000735949,0.0004160739,0.0001035843],"domain_scores_gemma":[0.9980744,0.00007167354,0.0008003232,0.0000888062,0.0009049104,0.00005992768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007595501,0.00008076312,0.9291735,0.00003224332,0.00005207829,0.00005936848,0.05089759,0.001718711,0.0001983167,0.00002476358,0.0001441034,0.01685905],"study_design_scores_gemma":[0.00166521,0.001181795,0.9261689,0.00008260851,0.00005219616,0.00008677865,0.06718046,0.0004816566,0.0004183906,0.00001005214,0.002601574,0.00007033248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998188,0.0003009204,0.00006849332,0.0003562589,0.0005541188,0.0001517348,0.00009671532,0.000003033864,0.0002807393],"genre_scores_gemma":[0.9994358,0.00007929209,0.00005842467,0.0002339814,0.00008255063,0.000001698257,0.00006140159,0.00001008004,0.00003671263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01678872,"threshold_uncertainty_score":0.2984478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295389326447892,"score_gpt":0.273156190285654,"score_spread":0.260202297021175,"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."}}