{"id":"W2009502535","doi":"10.5301/ijao.5000084","title":"Engineering of Oriented Myocardium on Three-Dimensional Micropatterned Collagen-Chitosan Hydrogel","year":2012,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Self-healing hydrogels; Biomedical engineering; Tissue engineering; Polydimethylsiloxane; Materials science; Stimulation; Contractility; Biophysics; Nanotechnology; Cardiac cell; Cell biology; Neuroscience; Polymer chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009803956,0.0003538592,0.00009823102,0.0001932279,0.00008892569,0.000233474,0.0001611224,0.0002422737,0.0005667344],"category_scores_gemma":[0.00009575425,0.0001253731,0.0002000772,0.000106917,0.0001340969,0.0001341932,0.0001356611,0.0001993686,0.0002074807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280644,"about_ca_system_score_gemma":0.0002057734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005503524,"about_ca_topic_score_gemma":0.001422113,"domain_scores_codex":[0.9999326,0.000003311095,0.000005935927,0.00001375207,0.00002645845,0.00001784492],"domain_scores_gemma":[0.9998435,0.0000215385,0.00006328421,0.00001184863,0.00002093915,0.00003888142],"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":[0.000007871276,0.000004293519,0.00005362901,0.00001432136,0.00000130755,0.00002312067,0.000004526461,0.00008471777,0.9994246,0.00001655321,0.000006435128,0.0003586858],"study_design_scores_gemma":[0.00001013179,0.00009976375,0.002529085,0.000007830781,0.00001146933,0.0001070361,0.000009672833,0.001461121,0.9950133,0.00001498216,0.0007290989,0.000006526964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918849,0.0006170578,0.005857235,0.00004057254,0.00004173854,0.00004015481,0.0001624662,0.00006999523,0.001285907],"genre_scores_gemma":[0.9879815,0.0004979278,0.009768306,0.00004041776,0.00001135362,0.00003781237,0.0001621975,0.00002119737,0.001479341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005667344,"threshold_uncertainty_score":0.001895845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471921850713081,"score_gpt":0.254802515730656,"score_spread":0.2400832972235252,"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."}}