{"id":"W4392383204","doi":"10.1109/trpms.2024.3366373","title":"IEEE Transactions on Radiation and Plasma Medical Sciences Publication Information","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Radiation and Plasma Medical Sciences","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Texas MD Anderson Cancer Center; Vrije Universiteit Brussel; Seoul National University; University College London; University of Patras; McGill University; Stony Brook University; Institut National de la Santé et de la Recherche Médicale; University of California, Davis; Università di Pisa; Universitat de València; Harvard University; Rensselaer Polytechnic Institute; University of Washington; West Virginia University; University of Pennsylvania; Yale University","keywords":"Medical radiation; Computer science; Data science; Library science; Medical physics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00198817,0.0002675697,0.000288355,0.001118294,0.001055918,0.0004571654,0.0001968075,0.0004216699,0.002081861],"category_scores_gemma":[0.0001683155,0.0002120452,0.0001111763,0.001688549,0.0008959268,0.001647416,8.052346e-7,0.000652517,0.0001826815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399666,"about_ca_system_score_gemma":0.0008806991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008616465,"about_ca_topic_score_gemma":0.00004765077,"domain_scores_codex":[0.9961535,0.0001635847,0.0006490423,0.0005522937,0.00209728,0.0003842549],"domain_scores_gemma":[0.9978745,0.001036092,0.0001263165,0.0001544589,0.00006014224,0.0007484992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001060652,0.0001930212,0.00009407722,0.00008523307,0.00007086554,0.000007312195,0.000885485,0.001884872,0.00005786975,0.002776826,0.001372564,0.9924658],"study_design_scores_gemma":[0.002714138,0.00187029,0.001496396,0.0003780334,0.000142961,0.0004160369,0.0003829151,0.9461167,0.01005691,0.0003623226,0.03559926,0.000464053],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4487572,0.0008893077,0.4639229,0.07468109,0.004933971,0.001151292,0.000137135,0.0006814823,0.004845564],"genre_scores_gemma":[0.9927952,0.003352242,0.0003037129,0.002893668,0.0001947875,0.0000772827,0.0000219314,0.00001278783,0.0003483962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9920018,"threshold_uncertainty_score":0.9988304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248288048741827,"score_gpt":0.3001897631905122,"score_spread":0.2753609583163295,"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."}}