{"id":"W3010377445","doi":"10.3390/ma13051090","title":"Effect of UV and Gamma Irradiation Sterilization Processes in the Properties of Different Polymeric Nanoparticles for Biomedical Applications","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología; Canadian Institute for Theoretical Astrophysics","keywords":"Sterilization (economics); Irradiation; Gamma irradiation; Polymer; Chemistry; Polyvinyl alcohol; Trehalose; Nanoparticle; Materials science; Nuclear chemistry; Radiochemistry; Nanotechnology; Organic chemistry","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":[0.0002451434,0.0005266412,0.0001808999,0.000207012,0.0001116826,0.0002303108,0.0001512786,0.0003422124,0.0007861883],"category_scores_gemma":[0.0004243576,0.0001597962,0.0003167505,0.0001631726,0.0001856689,0.0002288911,0.0001632127,0.0003409164,0.000135308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478192,"about_ca_system_score_gemma":0.0001428057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003695273,"about_ca_topic_score_gemma":0.0003903859,"domain_scores_codex":[0.9998044,0.00003466922,0.00002037477,0.00005040793,0.00005388244,0.00003627106],"domain_scores_gemma":[0.9996811,0.000117491,0.00009791465,0.00002536463,0.00005674399,0.00002141223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008119165,0.0000178848,0.0001941352,0.00007098241,0.000008550163,0.00003555529,0.00002530744,0.0001316221,0.9976276,0.0000214292,0.00001955357,0.001766184],"study_design_scores_gemma":[0.000002170124,0.0002644825,0.001795026,0.000005650284,0.00001461469,0.00005049355,0.00001512788,0.0001581887,0.9970722,0.000009006872,0.0006083676,0.000004644359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934257,0.003070629,0.002268818,0.00004190013,0.00003720162,0.00002936748,0.000105968,0.00005501065,0.0009654559],"genre_scores_gemma":[0.9943578,0.001807515,0.002506694,0.00004805556,0.00001076911,0.00003362802,0.0001336988,0.00003284104,0.001068997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007861883,"threshold_uncertainty_score":0.002630055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644010305518104,"score_gpt":0.239617736359277,"score_spread":0.2231776333040959,"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."}}