{"id":"W2158442971","doi":"10.1038/nprot.2008.183","title":"Electrical stimulation systems for cardiac tissue engineering","year":2009,"lang":"en","type":"article","venue":"Nature Protocols","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":536,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; National Institute of Biomedical Imaging and Bioengineering; University of Toronto; Arthritis Foundation","keywords":"Tissue engineering; Pulsatile flow; Biomedical engineering; Stimulation; Cell culture; Cell; Substrate (aquarium); Functional electrical stimulation; Cell biology; Materials science; Nanotechnology; Biophysics; Computer science; Chemistry; Neuroscience; Biology; Medicine; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828112,0.0001579964,0.00034862,0.0001158371,0.00003944854,0.00001833903,0.00005007843,0.0002968984,0.000003897582],"category_scores_gemma":[0.0002599099,0.0001193884,0.00006625293,0.0002166476,0.0000070541,0.0000353983,0.000003752626,0.0004486961,0.000004804464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008282403,"about_ca_system_score_gemma":0.0000384111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001216084,"about_ca_topic_score_gemma":2.519821e-8,"domain_scores_codex":[0.9991171,0.00001310726,0.0001902642,0.000208225,0.0002321163,0.0002391657],"domain_scores_gemma":[0.9994652,0.00005715527,0.00003601865,0.0001816144,0.0001373822,0.0001225964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007079003,0.0004120487,0.00195698,0.001604362,0.0002598252,0.00006891452,0.000266589,0.03248703,0.8113185,0.04179479,0.0446348,0.06448831],"study_design_scores_gemma":[0.002803757,0.002641201,0.01277702,0.0006873932,0.00009023061,0.00004965982,0.000004614514,0.05650936,0.05687258,0.00002971857,0.8672388,0.0002956304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01950967,0.04885668,0.345028,0.004105962,0.002588462,0.5769479,0.00004584689,0.001871816,0.001045747],"genre_scores_gemma":[0.8948274,0.00001139909,0.01506378,0.0001270134,0.00497858,0.0773458,0.0001062533,0.00006625394,0.00747353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8753178,"threshold_uncertainty_score":0.486852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246891885275006,"score_gpt":0.3396462018993281,"score_spread":0.327177283046578,"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."}}