{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003864875,0.0001140187,0.000158617,0.000188936,0.00007448825,0.00001683511,0.00007009837,0.00002315928,0.0002556392],"category_scores_gemma":[2.582076e-7,0.0001164415,0.0001184951,0.0001546911,0.00007967705,0.0001053984,0.0000211417,0.0000472398,0.000003945135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003778415,"about_ca_system_score_gemma":0.00004496561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006212816,"about_ca_topic_score_gemma":0.00003996424,"domain_scores_codex":[0.9994619,0.00002690818,0.00008096502,0.0002203378,0.00007520266,0.0001346594],"domain_scores_gemma":[0.9996855,0.00003503025,0.0000323007,0.0001236718,0.000009785455,0.0001137635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004681019,0.001348339,0.7933214,0.0001234345,0.001751289,0.0001366966,0.01513923,0.001065383,0.009784013,0.04384132,0.002008063,0.1310128],"study_design_scores_gemma":[0.004470111,0.0002795363,0.7573537,0.0001712968,0.0004284435,0.000001546059,0.005739958,0.01777749,0.000202393,0.002279998,0.2105923,0.0007032185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939799,0.003855134,0.0003508659,0.0004250343,0.0001008838,0.0001911757,0.0001094765,0.00003133266,0.0009561387],"genre_scores_gemma":[0.9991727,0.000242701,0.0002718206,0.0000087398,0.00004005106,6.277447e-7,0.00002338526,0.000008345054,0.0002315741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085843,"threshold_uncertainty_score":0.4748346,"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."}}