{"id":"W4385863614","doi":"10.2967/jnmt.122.265108","title":"<sup>90</sup>Y Contamination in the Interventional Radiology Suite: VARSKIN Estimation of Skin and Eye Injury and Review of Mitigation Strategies","year":2023,"lang":"en","type":"article","venue":"Journal of Nuclear Medicine Technology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Contamination; Suite; Nuclear medicine; Interventional radiology; Radioactive contamination; Radiology; Medical physics; Archaeology; Biology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007736562,0.0005404477,0.0003296137,0.001206528,0.000166236,0.0008744389,0.0007467296,0.0006323303,0.0009130273],"category_scores_gemma":[0.002214796,0.0002833169,0.0006264971,0.0007190675,0.000275239,0.0005827331,0.0003625336,0.0002339047,0.000229177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009994069,"about_ca_system_score_gemma":0.0008626534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846366,"about_ca_topic_score_gemma":0.004718286,"domain_scores_codex":[0.9994968,0.000231777,0.00003799607,0.00005645643,0.000151095,0.00002590313],"domain_scores_gemma":[0.9991167,0.0004539797,0.0001963856,0.00003398467,0.0001785206,0.00002034813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004343339,0.0001344038,0.07430679,0.002942649,0.000268845,0.0009876499,0.0003057839,0.5936407,0.01133969,0.006927394,0.005202599,0.3035091],"study_design_scores_gemma":[0.00003973762,0.0007809293,0.05454542,0.001510903,0.0004914911,0.00376231,0.0010904,0.8685144,0.02404476,0.006807688,0.03820947,0.0002024738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4805976,0.1241673,0.3644142,0.003898546,0.0003001691,0.0002136367,0.0007827998,0.001044219,0.0245815],"genre_scores_gemma":[0.9087253,0.04202176,0.0470047,0.000204439,0.00006414323,0.00006526733,0.0002814322,0.00007006939,0.001562885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004846366,"threshold_uncertainty_score":0.009636283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014569418452027,"score_gpt":0.319265684577924,"score_spread":0.3091199903934037,"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."}}