{"id":"W2075922871","doi":"10.1016/j.biomaterials.2005.05.052","title":"Biological performances of collagen-based scaffolds for vascular tissue engineering","year":2005,"lang":"en","type":"article","venue":"Biomaterials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":197,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Adhesion; Tissue engineering; Viability assay; Biomedical engineering; Materials science; Thrombelastography; Cell adhesion; Platelet; Scaffold; Platelet adhesion; MTT assay; Biophysics; Cell; Chemistry; Biochemistry; Immunology; Biology; Medicine; Composite material","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":[0.0006443052,0.0001484017,0.0003094019,0.00008075166,0.00008412257,0.0000378608,0.0003355221,0.0001458832,0.0005571876],"category_scores_gemma":[0.00003833083,0.0001164312,0.00006841141,0.000191928,0.0001436604,0.00007054239,0.00004127806,0.000002923968,0.00009499561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004533882,"about_ca_system_score_gemma":0.00005092751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006265454,"about_ca_topic_score_gemma":8.897772e-7,"domain_scores_codex":[0.9987412,0.00003148399,0.0004423229,0.000271755,0.0001878068,0.0003254203],"domain_scores_gemma":[0.9993002,0.0001273946,0.0001421847,0.0002721779,0.00007762286,0.00008037366],"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":[0.00002472865,0.00006243106,0.00002638925,0.00007112462,0.000007272657,1.608765e-7,0.00001438606,0.00002904007,0.9979656,0.0005615895,0.0005838091,0.0006535208],"study_design_scores_gemma":[0.000353609,0.0001695274,0.0003089016,0.00002223022,0.00001374135,0.000001426791,0.000002568229,0.0003957279,0.946679,0.00005226312,0.05185757,0.0001434266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852996,0.0002507067,0.01292176,0.0003069663,0.0003251746,0.00056755,0.000136977,0.0001566312,0.00003463939],"genre_scores_gemma":[0.8628806,0.00002011036,0.1363529,0.00008448261,0.0003059554,0.0002770852,0.00004285557,0.00001570485,0.00002036515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234311,"threshold_uncertainty_score":0.6100813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472032604935057,"score_gpt":0.2625941521878127,"score_spread":0.2478738261384622,"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."}}