{"id":"W2019350507","doi":"10.1002/biot.201100127","title":"Mesenchymal stem cell‐seeded multilayered dense collagen‐silk fibroin hybrid for tissue engineering applications","year":2011,"lang":"en","type":"article","venue":"Biotechnology Journal","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Christie (Canada); McGill University","funders":"","keywords":"Fibroin; Mesenchymal stem cell; Scaffold; Tissue engineering; Materials science; Extracellular matrix; Biomedical engineering; Neural tissue engineering; Regenerative medicine; Regeneration (biology); Toughness; SILK; Biophysics; Stem cell; Composite material; Chemistry; Cell biology; 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":[0.0003753322,0.0002272624,0.000278444,0.0002120406,0.0004335051,0.00009387435,0.0006136976,0.0002906309,0.0002318355],"category_scores_gemma":[0.0000227473,0.000208021,0.00008842258,0.0002116214,0.0001391929,0.0001084265,0.00009857665,0.0001231311,0.0002202176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007418893,"about_ca_system_score_gemma":0.00009391455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001636933,"about_ca_topic_score_gemma":0.000003559191,"domain_scores_codex":[0.9984596,0.00002547596,0.0005019911,0.0003757325,0.0001400532,0.000497142],"domain_scores_gemma":[0.9989166,0.00006263125,0.0002902464,0.0004527787,0.0001258163,0.0001519312],"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":[0.00003788976,0.00009639029,0.00001351961,0.00002501172,0.00001057071,0.00001101023,0.00005331302,0.00002321528,0.9959542,0.0009975024,0.0008992567,0.001878101],"study_design_scores_gemma":[0.0005779319,0.0001426958,0.000101665,0.00001508484,0.00003449333,0.0004213564,0.0001316543,0.0003368897,0.980095,0.0003498728,0.01755252,0.0002408754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133911,0.0002546868,0.08408997,0.0005277911,0.0003748291,0.000795427,0.0001810425,0.0003386,0.00004659032],"genre_scores_gemma":[0.939696,0.00004020135,0.05943957,0.00004413202,0.0002083366,0.0003825712,0.00000794293,0.00003715878,0.0001441129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630492,"threshold_uncertainty_score":0.848285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217597280596107,"score_gpt":0.2388029896989343,"score_spread":0.2166270168929733,"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."}}