{"id":"W3084687374","doi":"10.3390/app10186299","title":"Influence of Laser-Designed Microstructure Density on Interface Characteristics and on Preliminary Responses of Epithelial Cells","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SCIEX; National Science Foundation","keywords":"Polydimethylsiloxane; Materials science; Context (archaeology); Nanotechnology; Biomedical engineering; Adhesion; Micropatterning; Composite material","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":[0.0001385687,0.0002367659,0.0001239352,0.0001869966,0.00009485382,0.0003095244,0.0001204183,0.0001751153,0.0006952198],"category_scores_gemma":[0.0003695451,0.0001731595,0.000130134,0.0001654356,0.0001488156,0.0001414345,0.00016478,0.0001806582,0.0001217482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288778,"about_ca_system_score_gemma":0.0001239524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008241723,"about_ca_topic_score_gemma":0.001449479,"domain_scores_codex":[0.9998505,0.00002220109,0.00001655396,0.00003225149,0.00004417813,0.00003420495],"domain_scores_gemma":[0.9997537,0.0001021212,0.00004955679,0.00002471101,0.00004822676,0.00002164429],"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":[0.000041449,0.00001701263,0.0006645698,0.00003708865,0.000004254987,0.00003064099,0.00003520929,0.0002621821,0.9975268,0.00002159666,0.00001660305,0.001342496],"study_design_scores_gemma":[0.000005792068,0.0001549931,0.01045795,0.00000333161,0.0000161616,0.00005040254,0.0000524179,0.001284062,0.9876297,0.00001155907,0.0003273186,0.000006254852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976184,0.0003846205,0.001321381,0.00001462432,0.000006895641,0.00001188903,0.0000868022,0.00002901147,0.0005263505],"genre_scores_gemma":[0.9983435,0.0002456787,0.001078635,0.00001188757,0.000002952565,0.00001499865,0.00005804356,0.000007941133,0.0002363963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008241723,"threshold_uncertainty_score":0.002325773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833695019218233,"score_gpt":0.264523454947424,"score_spread":0.2461865047552416,"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."}}