{"id":"W2566471348","doi":"10.1038/srep39806","title":"Scaffold Free Bio-orthogonal Assembly of 3-Dimensional Cardiac Tissue via Cell Surface Engineering","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scaffold; Tissue engineering; Cell culture; Cell; Cardiac cell; 3D cell culture; Cell type; Cell biology; Cardiac function curve; Biomedical engineering; Chemistry; Computational biology; Biology; Medicine; Biochemistry; Heart failure; Cardiology","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":[0.0009791292,0.0002170294,0.0004615604,0.0001951884,0.00007925136,0.00001626894,0.00009621389,0.0001010119,0.0001649429],"category_scores_gemma":[0.0002086756,0.0001375917,0.0001364849,0.0004026383,0.000195706,0.0000805447,0.00008069484,0.0001040939,0.00002990239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005895583,"about_ca_system_score_gemma":0.0001594759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001434571,"about_ca_topic_score_gemma":0.000001143956,"domain_scores_codex":[0.997679,0.00002293159,0.0005352775,0.0005904348,0.0008152685,0.0003570969],"domain_scores_gemma":[0.9982471,0.00007442086,0.0001770719,0.0009589071,0.0002632636,0.0002791882],"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":[0.00000752816,0.00006399541,0.003322122,0.00007964116,0.00004215085,0.0003396989,0.00006007276,0.0008195713,0.9800386,0.00005016639,0.01429437,0.0008820907],"study_design_scores_gemma":[0.000435009,0.0001238226,0.004471852,0.0003033073,0.00007103455,0.0003090602,0.000007774389,0.0002624633,0.9461603,0.00003542645,0.04763441,0.0001855457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793745,0.004001128,0.005756129,0.000486035,0.009706372,0.0002819661,0.00001216092,0.0001169967,0.0002647132],"genre_scores_gemma":[0.9622461,0.000007445604,0.005673053,0.000004539778,0.0003082933,0.000005737542,0.00003216335,0.00003494714,0.03168768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0338783,"threshold_uncertainty_score":0.5610826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807627426187459,"score_gpt":0.2255333246292973,"score_spread":0.2174570503674227,"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."}}