{"id":"W4380626797","doi":"10.3389/fbioe.2023.1235931","title":"Editorial: Biomedical applications of water-soluble synthetic polymers","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polymer; Polymer science; Nanotechnology; Chemistry; Materials science; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004051266,0.004758112,0.002587333,0.003020721,0.002424884,0.005121423,0.002689089,0.01013517,0.02577971],"category_scores_gemma":[0.009661151,0.001041065,0.002506257,0.0009198331,0.001498576,0.003486329,0.001278887,0.01065799,0.02224481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153656,"about_ca_system_score_gemma":0.001825085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007834178,"about_ca_topic_score_gemma":0.002184145,"domain_scores_codex":[0.9972384,0.0003204675,0.0003211508,0.0003622696,0.001544549,0.0002132831],"domain_scores_gemma":[0.9928114,0.001928233,0.0005831818,0.0001825415,0.002812061,0.001682578],"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":[0.00006347563,0.0000148426,0.00001324509,0.0001901617,0.00001279533,0.0000937584,0.000005039462,0.00002407922,0.000173254,0.0001905125,0.9927391,0.006479657],"study_design_scores_gemma":[0.00006648595,0.00003821456,0.0001487282,0.0001770463,0.00003108864,0.0002046554,0.00001307373,0.00009100248,0.0003067259,0.0005726134,0.9983361,0.0000142515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004067866,0.004942347,0.000117431,0.01547768,0.9764543,0.00002825066,0.00006370976,0.00006789123,0.002807828],"genre_scores_gemma":[0.0005890154,0.005759927,0.0001242597,0.01509582,0.955045,0.00003090109,0.00006166744,0.00004755299,0.0232459],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02577971,"threshold_uncertainty_score":0.08624178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002894576395929022,"score_gpt":0.2134177493456726,"score_spread":0.2105231729497436,"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."}}