{"id":"W4313357312","doi":"10.1002/adem.202201415","title":"Designer Scaffolds for Interfacial Bioengineering","year":2022,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Li Ka Shing Foundation","keywords":"Scaffold; Biocompatible material; Materials science; Regenerative medicine; Decellularization; Tissue engineering; Interface (matter); Modular design; Nanotechnology; Biomedical engineering; Stem cell; Computer science; Engineering; Cell biology; Biology; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005617638,0.0005922531,0.0002895943,0.0005777502,0.0002978948,0.0009548003,0.0004299283,0.0007164751,0.003314766],"category_scores_gemma":[0.0004725399,0.0003483134,0.0003270055,0.0004070183,0.0003642836,0.0007268047,0.0007777076,0.0007486052,0.001688962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983063,"about_ca_system_score_gemma":0.0001835247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052648,"about_ca_topic_score_gemma":0.0003450155,"domain_scores_codex":[0.9996339,0.00006643189,0.00002760471,0.00006061865,0.0001715318,0.00003995659],"domain_scores_gemma":[0.9997417,0.00008430437,0.00005912189,0.00005081381,0.00004147725,0.00002256499],"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":[0.00008559559,0.00006666725,0.0003435736,0.0006637736,0.00002967363,0.0002553948,0.0001951917,0.003688957,0.8921883,0.03053273,0.002135389,0.0698148],"study_design_scores_gemma":[0.00005513863,0.0004160072,0.0007606611,0.0001433728,0.00004144769,0.000728247,0.00009561936,0.01228263,0.7775032,0.008219481,0.1996987,0.00005550811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2293984,0.05180047,0.6230042,0.0009992955,0.001562935,0.000582626,0.001135249,0.002182333,0.08933452],"genre_scores_gemma":[0.6473214,0.01747847,0.302372,0.0007634095,0.0001817196,0.0009643076,0.0008144164,0.0004187458,0.02968552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003314766,"threshold_uncertainty_score":0.01108897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111209908825644,"score_gpt":0.2382380066068926,"score_spread":0.2271259075186362,"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."}}