{"id":"W4386357532","doi":"10.1109/trpms.2023.3305898","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; Data science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000877559,0.0007672504,0.0009262043,0.001810705,0.000563785,0.002528565,0.0007852098,0.001520748,0.2699135],"category_scores_gemma":[0.001935325,0.0002849488,0.0004903418,0.001440158,0.0002991425,0.001651507,0.0008186685,0.001195632,0.1395882],"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":0.001002732,"about_ca_topic_score_gemma":0.00191337,"domain_scores_codex":[0.9993713,0.00005486442,0.00003417119,0.00005003429,0.0004337495,0.0000557636],"domain_scores_gemma":[0.9982594,0.0002149423,0.00006415521,0.0001739002,0.001123027,0.0001646119],"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":[0.0001591245,0.0001030004,0.0004280974,0.0003690221,0.00002356553,0.000106628,0.00002968582,0.001285713,0.007791194,0.005439735,0.6393546,0.3449097],"study_design_scores_gemma":[0.00002261514,0.00008849001,0.001594738,0.0002017015,0.00004456198,0.0003778505,0.00004371805,0.006120675,0.00560838,0.005140045,0.9807245,0.00003267461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009616536,0.03159015,0.112279,0.01653551,0.09865592,0.0004026655,0.005938772,0.005670065,0.7193115],"genre_scores_gemma":[0.03146918,0.02064303,0.01343462,0.001781141,0.007019975,0.0001171582,0.006928803,0.001079464,0.9175267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7300864,"threshold_uncertainty_score":0.9029507,"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."}}