{"id":"W4388213881","doi":"10.1109/trpms.2023.3325695","title":"IEEE Transactions on Radiation and Plasma Medical Sciences Publication Information","year":2023,"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 California, Davis; Stony Brook University; Old Dominion University; Università di Bologna; Vrije Universiteit Brussel; Centre National de la Recherche Scientifique; McGill University; University of South Australia; Institut National de la Santé et de la Recherche Médicale; University College London; University of Patras; Kwangwoon University; University of Texas MD Anderson Cancer Center; Univerzita Komenského v Bratislave; Università di Pisa; Yale University; Seoul National University; Universitat de València; Harvard University; West Virginia University; University of Pennsylvania; George Washington University; Korea Advanced Institute of Science and Technology; Shanghai Jiao Tong University; University of Washington; Rensselaer Polytechnic Institute","keywords":"Medical radiation; Computer science; Data 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008775607,0.00076725,0.0009262048,0.001810706,0.0005637852,0.002528566,0.0007852089,0.001520748,0.2699136],"category_scores_gemma":[0.001935327,0.0002849488,0.0004903418,0.001440157,0.0002991428,0.00165151,0.0008186689,0.001195633,0.1395881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005239579,"about_ca_system_score_gemma":0.001239087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002733,"about_ca_topic_score_gemma":0.001913371,"domain_scores_codex":[0.9993713,0.00005486447,0.00003417122,0.00005003434,0.0004337495,0.0000557636],"domain_scores_gemma":[0.9982594,0.000214943,0.00006415528,0.0001739005,0.001123029,0.0001646121],"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":[0.0001591242,0.0001030002,0.0004280967,0.000369022,0.00002356554,0.0001066279,0.00002968578,0.001285711,0.007791171,0.005439727,0.6393548,0.3449095],"study_design_scores_gemma":[0.00002261512,0.00008849001,0.001594734,0.0002017015,0.00004456194,0.0003778498,0.00004371805,0.006120672,0.005608361,0.005140042,0.9807245,0.00003267455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009616531,0.03159012,0.112279,0.01653552,0.09865588,0.0004026656,0.005938783,0.005670075,0.7193115],"genre_scores_gemma":[0.03146919,0.02064303,0.01343465,0.001781144,0.007019981,0.0001171584,0.006928819,0.001079466,0.9175266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2699136,"threshold_uncertainty_score":0.9029511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312677870392952,"score_gpt":0.3032222994002345,"score_spread":0.2719545123609393,"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."}}