{"id":"W7048854565","doi":"","title":"Multicomponent nanoscintillators in radiotherapy and Alzheimer’s disease treatment","year":2024,"lang":"en","type":"article","venue":"BOA (University of Milano-Bicocca)","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Livermore National Laboratory; Argonne National Laboratory; Fundamental Research Funds for the Central Universities; Japan Atomic Energy Agency; Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; Korea Research Institute of Standards and Science; Financiadora de Estudos e Projetos; Ministry of Science and ICT, South Korea; Youth Innovation Promotion Association; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Natural Science Foundation of Jiangsu Province; Fondazione Pisa; National Research Foundation of Korea; Queen's University; Korea Atomic Energy Research Institute; Chinese Academy of Sciences; Grantová Agentura České Republiky; Korea Institute of Radiological and Medical Sciences; National Research Foundation; National Natural Science Foundation of China; U.S. Department of Energy; European Commission; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministero degli Affari Esteri e della Cooperazione Internazionale; Institut National de la Santé et de la Recherche Médicale; Government of Jiangsu Province; State Key Laboratory of Particle Detection and Electronics; Ligue Contre le Cancer","keywords":"Radiation therapy; Disease; Radiation treatment planning; Cancer treatment; Medical treatment","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":[0.000887687,0.0002163024,0.0004091571,0.0005904177,0.0001877176,0.0005412058,0.0003023654,0.0005329131,0.003967417],"category_scores_gemma":[0.0006662056,0.00006297028,0.0002520557,0.0003882282,0.0002397607,0.000337289,0.0004395485,0.000497382,0.0004093401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009252372,"about_ca_system_score_gemma":0.0006253076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113569,"about_ca_topic_score_gemma":0.002737594,"domain_scores_codex":[0.999823,0.00006120175,0.00001581928,0.00002563676,0.00004967944,0.00002460688],"domain_scores_gemma":[0.9997466,0.0001112498,0.00004556794,0.000008938601,0.00005348527,0.00003420483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001778387,0.0003029091,0.003937332,0.002221215,0.000211385,0.0006235566,0.0001762239,0.0004394547,0.01079002,0.005365727,0.03360427,0.9405496],"study_design_scores_gemma":[0.0005503556,0.003802707,0.03523363,0.002985421,0.0007365453,0.006213183,0.0006502737,0.001277689,0.02173964,0.01494951,0.9117959,0.00006510589],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04710432,0.9141277,0.001968399,0.01389201,0.002802964,0.0000804746,0.0001985096,0.00006784285,0.01975783],"genre_scores_gemma":[0.455961,0.5042682,0.005430977,0.005848969,0.003272203,0.0002649756,0.0005556752,0.00005433772,0.02434359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003967417,"threshold_uncertainty_score":0.01327229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152566279146265,"score_gpt":0.2185154127160254,"score_spread":0.2069897499245628,"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."}}