{"id":"W4206300558","doi":"10.1016/j.jelechem.2021.116005","title":"Quantification of cell oxygenation in 2D constructs of metallized electrospun polycaprolactone fibers encapsulating human valvular interstitial cells","year":2022,"lang":"en","type":"article","venue":"Journal of Electroanalytical Chemistry","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Education and Research, Romania; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Ontario Ministry of Research, Innovation and Science","keywords":"Polycaprolactone; Biocompatibility; Chemistry; Dielectric spectroscopy; Electrochemistry; Electrochemical cell; Cyclic voltammetry; Electrochemical gas sensor; Electrode; Biomedical engineering; Chemical engineering; 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":[0.0003040034,0.0002997064,0.0001184757,0.0001602231,0.0001507701,0.0003041368,0.0001663454,0.0003828426,0.0006174295],"category_scores_gemma":[0.0001624151,0.0001231301,0.000137007,0.0001769043,0.0002537564,0.0002948134,0.0001441991,0.0003593173,0.0001087238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875658,"about_ca_system_score_gemma":0.000118197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005305565,"about_ca_topic_score_gemma":0.0008304552,"domain_scores_codex":[0.9998366,0.00001767177,0.00001218955,0.00004949964,0.00005385242,0.00003016678],"domain_scores_gemma":[0.9998281,0.00006752946,0.00003854742,0.00001551987,0.00002557896,0.00002472044],"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":[0.00003931106,0.00001823351,0.0002357856,0.00001489583,0.000002877646,0.00001875489,0.00005122622,0.000081656,0.9987745,0.00003523222,0.000008718041,0.0007187973],"study_design_scores_gemma":[0.000005678253,0.00006736392,0.004461586,0.000002758654,0.0000105591,0.00002583474,0.00004167193,0.001715549,0.9932671,0.00001941408,0.0003795284,0.000003043257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853163,0.000550323,0.01276935,0.0000487472,0.00002786816,0.00002448528,0.0002077598,0.00006794192,0.0009872401],"genre_scores_gemma":[0.9806412,0.000457623,0.01638014,0.00004866001,0.00001336495,0.00009797651,0.0003899047,0.00002293767,0.001948288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006174295,"threshold_uncertainty_score":0.00206548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008370158553972799,"score_gpt":0.2524058185153806,"score_spread":0.2440356599614078,"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."}}