{"id":"W3203325789","doi":"10.21203/rs.3.rs-942245/v1","title":"Multifunctional Carbonized Nanogels to Treat Lethal Acute Hepatopancreatic Necrosis Disease","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Cheng Kung University; Academia Sinica","keywords":"Necrosis; Carbonization; Medicine; Chemistry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003978476,0.00037875,0.0005151021,0.0004771433,0.0002374178,0.0003982667,0.0004381979,0.0002653975,0.0004963816],"category_scores_gemma":[0.0001230207,0.0003897049,0.0002908299,0.000694936,0.00007065535,0.00007722477,0.0006631916,0.0006116821,0.0002007175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539463,"about_ca_system_score_gemma":0.0003538729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005768432,"about_ca_topic_score_gemma":0.00005438184,"domain_scores_codex":[0.9970755,0.0002253059,0.0003919022,0.0007224634,0.0008457661,0.00073905],"domain_scores_gemma":[0.9975081,0.0002037253,0.00002929967,0.001146687,0.0004401806,0.0006720212],"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":[0.0009236922,0.001090391,0.02266198,0.01125056,0.001981484,0.001308485,0.003029739,0.0479066,0.8692122,0.001060754,0.02985062,0.009723474],"study_design_scores_gemma":[0.007696081,0.0006560665,0.3509963,0.009227412,0.002256163,0.00008766224,0.001511708,0.06474508,0.5155734,0.009269441,0.02988784,0.00809285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930872,0.001751915,0.0006196281,0.0003698265,0.0004073962,0.001460253,0.00111895,0.0004048773,0.0007798938],"genre_scores_gemma":[0.9919223,0.0009624668,0.001170001,0.00002159855,0.0003242266,0.003559127,0.001231432,0.0001183043,0.0006905282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3536388,"threshold_uncertainty_score":0.9998555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731564804656582,"score_gpt":0.332360950759892,"score_spread":0.2950453027133262,"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."}}