{"id":"W2158943366","doi":"10.1002/bit.23353","title":"Fiber alignment and coculture with fibroblasts improves the differentiated phenotype of murine embryonic stem cell‐derived cardiomyocytes for cardiac tissue engineering","year":2011,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Embryonic stem cell; Cell biology; Tissue engineering; Scaffold; Sarcomere; Chemistry; Cellular differentiation; Stem cell; Embryoid body; Cell culture; Mesenchymal stem cell; Biomedical engineering; Biophysics; Myocyte; Induced pluripotent stem cell; Biology; 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":[0.0001954044,0.0003477351,0.0001409421,0.0001539779,0.0001289797,0.0002336345,0.00009726935,0.0001671735,0.0004885289],"category_scores_gemma":[0.0001522267,0.0001350255,0.000115307,0.0001119426,0.0001110831,0.0001567167,0.0001608834,0.0002105702,0.0001863346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088799,"about_ca_system_score_gemma":0.0001133727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003693631,"about_ca_topic_score_gemma":0.001310055,"domain_scores_codex":[0.9998161,0.00002958631,0.00001981852,0.00004075974,0.00006677387,0.00002705249],"domain_scores_gemma":[0.9998733,0.00002741474,0.00004228048,0.00001523042,0.00001686063,0.00002494334],"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":[0.000009302411,0.000008175675,0.0001629281,0.000004784495,8.049632e-7,0.00001104011,0.000005495006,0.00002400976,0.9991655,0.00001000289,0.00000593221,0.0005919099],"study_design_scores_gemma":[0.000002780882,0.0001088973,0.004424725,0.000002145921,0.000006591201,0.0000668573,0.00001395398,0.0004796774,0.9940964,0.000006494202,0.0007894791,0.000002012647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994555,0.0006196779,0.003538693,0.00002824209,0.00002202506,0.00001348449,0.00004278269,0.00003050967,0.001149514],"genre_scores_gemma":[0.9916352,0.0006138259,0.006346975,0.00002870794,0.00001322106,0.00001714273,0.0001520896,0.00002032266,0.001172509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004885289,"threshold_uncertainty_score":0.00163424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008619519617958867,"score_gpt":0.1891883982308729,"score_spread":0.180568878612914,"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."}}