{"id":"W4311216350","doi":"10.1097/hp.0000000000001644","title":"Clinical Best Practices for Radiation Safety During Lutetium-177 Therapy","year":2022,"lang":"en","type":"article","venue":"Health Physics","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University Health Network; Hamilton Health Sciences; Université Laval; London Health Sciences Centre; McMaster University","funders":"","keywords":"Radiation Therapist; Medicine; Medical physics; Radiation therapy; Best practice; Radiation treatment planning; Radiation protection; Patient safety; Health care; Nuclear medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001195588,0.0001095173,0.0003133403,0.00003655867,0.0005103857,0.000011167,0.0000795815,0.0000442195,0.00004805558],"category_scores_gemma":[0.0003299646,0.0001111266,0.000127305,0.0001850851,0.00002365438,0.0001455573,0.0000276195,0.0003909513,0.00001865985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256382,"about_ca_system_score_gemma":0.0005512506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007352215,"about_ca_topic_score_gemma":0.000004125876,"domain_scores_codex":[0.9983725,0.0003151204,0.0004459543,0.0002747226,0.000321368,0.000270313],"domain_scores_gemma":[0.9979685,0.0006967263,0.0007926247,0.0002978036,0.00008101988,0.0001633012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003777698,0.002721093,0.07521074,0.00118384,0.0002525585,0.00001074048,0.002740153,0.001418534,0.0007875789,0.002573965,0.02589927,0.8834238],"study_design_scores_gemma":[0.009554931,0.004600327,0.1029337,0.00004034466,0.00004849163,0.00002386034,0.0003442364,0.003013359,0.0003157012,0.0002669375,0.8786359,0.0002221575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192974,0.004498317,0.002515392,0.06395492,0.002450837,0.005455863,0.0001871006,0.000288267,0.001351887],"genre_scores_gemma":[0.9733055,0.003414404,0.003389671,0.01349379,0.00397227,0.000449986,0.0004003314,0.00008338597,0.00149061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8832017,"threshold_uncertainty_score":0.4531612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109992850646114,"score_gpt":0.4693279195451741,"score_spread":0.3583286344805627,"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."}}