{"id":"W4313270774","doi":"10.1109/trpms.2022.3228986","title":"IEEE Transactions on Radiation and Plasma Medical Sciences Publication Information","year":2022,"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; Radiation; Computer science; Medical physics; Medicine; Physics; Nuclear physics","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":[0.0008778215,0.0007720737,0.0009242583,0.001815435,0.00056519,0.002529235,0.0007847793,0.0015217,0.2709791],"category_scores_gemma":[0.001935803,0.0002854238,0.0004884597,0.001440118,0.0002979809,0.001656995,0.0008157483,0.001194727,0.1400438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248434,"about_ca_system_score_gemma":0.001244832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008593,"about_ca_topic_score_gemma":0.001924555,"domain_scores_codex":[0.9993716,0.00005483712,0.00003416552,0.00005019029,0.0004332646,0.00005597877],"domain_scores_gemma":[0.9982647,0.000213731,0.00006386785,0.0001732654,0.00111963,0.0001647878],"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":[0.0001587732,0.0001030508,0.0004234693,0.0003700702,0.00002341237,0.0001063755,0.0000293725,0.001280018,0.007713914,0.005390591,0.6421189,0.3422821],"study_design_scores_gemma":[0.00002252344,0.00008774525,0.00157205,0.0002006198,0.00004412037,0.0003745999,0.00004333858,0.005994431,0.005534109,0.005087458,0.9810066,0.00003234917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009544844,0.03184598,0.1105686,0.01661561,0.09881078,0.0004022448,0.006064506,0.005684521,0.7204628],"genre_scores_gemma":[0.03136951,0.02082904,0.01339873,0.001796401,0.007044831,0.0001173796,0.00704914,0.001087234,0.9173078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2709791,"threshold_uncertainty_score":0.9065153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471943823982374,"score_gpt":0.2870631592701476,"score_spread":0.2623437210303239,"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."}}