{"id":"W2560219446","doi":"10.1038/srep37960","title":"Comparison of cell behavior on pva/pva-gelatin electrospun nanofibers with random and aligned configuration","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beef Cattle Research Council","keywords":"Gelatin; Nanofiber; Vinyl alcohol; Materials science; Electrospinning; Adhesion; Membrane; Scanning electron microscope; Fourier transform infrared spectroscopy; Chemical engineering; Polyvinyl alcohol; Tissue engineering; Polymer chemistry; Composite material; Polymer; Chemistry; Biomedical 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":[0.0000919055,0.0001760601,0.00006748424,0.0001663012,0.00007932678,0.00007488471,0.00007029146,0.0001559522,0.0007090485],"category_scores_gemma":[0.0001760946,0.00006423103,0.00009011937,0.00009972926,0.0000755432,0.0001317396,0.00005367411,0.0001052434,0.0001048077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007346212,"about_ca_system_score_gemma":0.00004936009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005439586,"about_ca_topic_score_gemma":0.0007350732,"domain_scores_codex":[0.9999264,0.00001144499,0.000009024568,0.00001609319,0.0000239757,0.000013031],"domain_scores_gemma":[0.9998119,0.00008923398,0.00003092863,0.00001559297,0.00003459286,0.00001778217],"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":[0.00002562478,0.000007680481,0.0002514168,0.00001025102,0.000001618983,0.00002119735,0.00001642564,0.00006735232,0.9988882,0.00001256974,0.000006428314,0.0006912595],"study_design_scores_gemma":[0.000004653901,0.0001974508,0.01384728,0.000003809508,0.000008280295,0.0001179313,0.00004372884,0.001538205,0.9838673,0.00001858507,0.0003486203,0.000004155934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974822,0.0003047746,0.001261476,0.00001283592,0.00000816282,0.000008149177,0.0001003695,0.00001602889,0.0008059876],"genre_scores_gemma":[0.9961591,0.0002521242,0.002382465,0.00001156594,0.000003909675,0.0000294528,0.000206391,0.000006543847,0.0009483005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007090485,"threshold_uncertainty_score":0.002372026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009842803522825705,"score_gpt":0.2676448346658026,"score_spread":0.2578020311429769,"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."}}