{"id":"W4400930893","doi":"10.1002/smsc.202400079","title":"Cardiac Tissue Engineering: A Journey from Scaffold Fabrication to In Vitro Characterization","year":2024,"lang":"en","type":"article","venue":"Small Science","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Saskatchewan Health Research Foundation; Heart and Stroke Foundation of Canada","keywords":"Scaffold; Characterization (materials science); Tissue engineering; Fabrication; In vitro; Biomedical engineering; Engineering; Materials science; Nanotechnology; Computer science; Chemistry; Medicine; Pathology; Biochemistry","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":[0.004319659,0.0008580365,0.001190289,0.002070362,0.0004949718,0.002345029,0.0008273495,0.0009523749,0.000814721],"category_scores_gemma":[0.002490953,0.0006318095,0.0005828464,0.001258587,0.001296481,0.002831121,0.0009049933,0.002404463,0.001168487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009504157,"about_ca_system_score_gemma":0.001242266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005961285,"about_ca_topic_score_gemma":0.000972809,"domain_scores_codex":[0.9982925,0.0004961856,0.0002761702,0.0001817534,0.0006779837,0.00007540559],"domain_scores_gemma":[0.9975189,0.001343039,0.0002835256,0.000203884,0.00058017,0.0000705572],"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":[0.00009813028,0.0001884178,0.0008355715,0.01247871,0.00008005006,0.0004098643,0.001525306,0.002014327,0.6141481,0.01173183,0.007148808,0.3493409],"study_design_scores_gemma":[0.0000127415,0.0006698017,0.002303967,0.002393505,0.0001176468,0.002430704,0.0007808284,0.001746114,0.484361,0.006793967,0.4982491,0.0001405698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02131368,0.8272645,0.1376361,0.003066354,0.001384234,0.000188577,0.0003170445,0.0003467039,0.008482832],"genre_scores_gemma":[0.04628047,0.8157958,0.1306883,0.001245991,0.0009200117,0.0002503442,0.0006371121,0.0002369881,0.003944971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004319659,"threshold_uncertainty_score":0.02284479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664077021860619,"score_gpt":0.266776390438199,"score_spread":0.2501356202195927,"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."}}