{"id":"W4280583295","doi":"10.1016/j.brachy.2022.04.004","title":"The American Brachytherapy Society consensus statement for permanent implant brachytherapy using Yttrium-90 microsphere radioembolization for liver tumors","year":2022,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"Sirtex Medical; Merck; Eisai; National Cancer Institute; National Institutes of Health; Boston Scientific Corporation; Varian Medical Systems","keywords":"Medicine; Brachytherapy; Multidisciplinary approach; Selective internal radiation therapy; Medical physics; Radiation therapy; Microsphere; Radiation treatment planning; Radiology; Hepatocellular carcinoma; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03307822,0.00118841,0.002191951,0.004701314,0.002652353,0.003029401,0.004364335,0.008194515,0.002745135],"category_scores_gemma":[0.03748171,0.0008040564,0.004469719,0.003594661,0.002535776,0.001654864,0.002670133,0.01019465,0.002461631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00420383,"about_ca_system_score_gemma":0.02129707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451333,"about_ca_topic_score_gemma":0.01892309,"domain_scores_codex":[0.9840912,0.004608928,0.004406671,0.0006748801,0.00531265,0.0009057376],"domain_scores_gemma":[0.9484909,0.01307754,0.005975037,0.001324164,0.02822977,0.002902574],"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":[0.000441139,0.0003806371,0.008355893,0.006263502,0.0004399605,0.0009083952,0.0007999658,0.001540521,0.005704352,0.00779746,0.5859118,0.3814564],"study_design_scores_gemma":[0.0002116913,0.0002518357,0.01650416,0.01055687,0.0006760496,0.002554389,0.0008566868,0.001239412,0.003388706,0.005105805,0.958474,0.0001802525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01499276,0.2452485,0.05959086,0.5469671,0.06854672,0.002421235,0.004093197,0.0009900149,0.05714957],"genre_scores_gemma":[0.1209476,0.2418869,0.3146739,0.1992757,0.0269188,0.007413229,0.01870993,0.001184949,0.06898911],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03307822,"threshold_uncertainty_score":0.1749364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06706591837858257,"score_gpt":0.3060171531556084,"score_spread":0.2389512347770258,"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."}}