{"id":"W2094060804","doi":"10.1016/j.biomaterials.2007.06.001","title":"Interactive effects of surface topography and pulsatile electrical field stimulation on orientation and elongation of fibroblasts and cardiomyocytes","year":2007,"lang":"en","type":"article","venue":"Biomaterials","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Elongation; Materials science; Stimulation; Biomedical engineering; Biophysics; Composite material; Ultimate tensile strength; Medicine; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635332,0.0000645387,0.0001934311,0.0001076693,0.00002014319,0.000003584846,0.000007517366,0.00003789191,0.000007569809],"category_scores_gemma":[0.0001341011,0.00005067118,0.00001181349,0.0000933296,0.00003542846,0.00002995631,0.000008809379,0.00001170889,6.103313e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009403269,"about_ca_system_score_gemma":0.000004559302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003370972,"about_ca_topic_score_gemma":5.955426e-7,"domain_scores_codex":[0.9995589,0.00003248361,0.0001539999,0.0001022281,0.00009256005,0.00005979246],"domain_scores_gemma":[0.999518,0.000294408,0.00007097429,0.00004760522,0.00003464733,0.00003440357],"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":[0.0003623301,0.0000237426,0.009619031,0.0002134009,0.00003673604,0.000002881248,0.000528038,0.00001905222,0.9846867,0.0001207208,0.00001797302,0.004369419],"study_design_scores_gemma":[0.0006687614,0.001221337,0.2439273,0.0001040622,0.00003763803,0.000009027674,0.00003787188,0.0001299834,0.7537934,0.00001109736,0.0000266933,0.0000328394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997174,0.000996661,0.001375471,0.00003931652,0.0001515997,0.0002382518,0.000003005606,0.00001058302,0.0000111226],"genre_scores_gemma":[0.9990311,0.00004898227,0.00082488,0.000005468065,0.00004702858,0.00000227214,0.0000153412,0.000005134839,0.00001978072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2343082,"threshold_uncertainty_score":0.2066311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004445478918923702,"score_gpt":0.2677253549561076,"score_spread":0.2632798760371838,"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."}}