{"id":"W2208364908","doi":"10.1126/sciadv.1500423","title":"Platform technology for scalable assembly of instantaneously functional mosaic tissues","year":2015,"lang":"en","type":"article","venue":"Science Advances","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Scaffold; Tissue engineering; Materials science; Matrix (chemical analysis); Computer science; Biomedical engineering; Template; Nanotechnology","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":[0.0002278253,0.0005707975,0.0002336947,0.0003417858,0.0002138912,0.0003316996,0.0005476935,0.0004752659,0.002153888],"category_scores_gemma":[0.0001631525,0.0004145107,0.0002866886,0.0001580307,0.0001877457,0.0003571652,0.0004925177,0.0007980053,0.001070558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239093,"about_ca_system_score_gemma":0.0002686306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002869772,"about_ca_topic_score_gemma":0.0005612168,"domain_scores_codex":[0.9998486,0.000009605435,0.000007799205,0.00004458721,0.00005980791,0.00002957286],"domain_scores_gemma":[0.9999312,0.00001624773,0.00001800082,0.00001352592,0.000008491627,0.00001251089],"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":[0.00001268605,0.00001151274,0.00003454483,0.00004168984,0.000003285486,0.0000569076,0.00001798902,0.0002196589,0.9957326,0.0008105119,0.0001882862,0.002870248],"study_design_scores_gemma":[0.00002828043,0.000272905,0.0004348987,0.0000095806,0.00001149414,0.0003447517,0.00001715791,0.00435832,0.981881,0.0003133577,0.01231624,0.00001200616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4473675,0.002398993,0.5325891,0.0003063406,0.0003265688,0.0005660547,0.001299233,0.003199915,0.01194616],"genre_scores_gemma":[0.7015182,0.001912388,0.2871683,0.0001383014,0.00004625304,0.0008121677,0.001530429,0.0002674538,0.006606463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002153888,"threshold_uncertainty_score":0.007205427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401051323920654,"score_gpt":0.3129377373014064,"score_spread":0.2789272240621998,"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."}}