{"id":"W2939626834","doi":"10.1021/acsami.9b02502","title":"Three-Dimensional Printed Polylactic Acid Scaffolds Promote Bone-like Matrix Deposition in Vitro","year":2019,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shriners Hospitals for Children - Canada; McGill University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Polylactic acid; Materials science; 3d printed; Biomedical engineering; Microporous material; Tissue engineering; Mesenchymal stem cell; 3D printing; Biocompatible material; Matrix (chemical analysis); Scaffold; Nanotechnology; Composite material; Polymer; Pathology; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003622111,0.0004773332,0.0006759401,0.0002425339,0.00003535403,0.0002042557,0.0002993091,0.0002639399,0.0006699247],"category_scores_gemma":[0.000007829067,0.0004903233,0.00002412421,0.0001826206,0.00003526829,0.0002609558,0.0001724723,0.0001371459,0.001388294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795732,"about_ca_system_score_gemma":0.00001874841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009495434,"about_ca_topic_score_gemma":0.00002194152,"domain_scores_codex":[0.9978899,0.00002779231,0.0007282301,0.0004675984,0.0002867767,0.0005996813],"domain_scores_gemma":[0.9992408,0.00003642769,0.0001187184,0.0004988635,0.00002938651,0.00007584857],"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":[0.0002773415,0.00003938389,0.000005484494,0.0003474644,0.00005538835,0.00001372868,0.000126018,0.004206514,0.9942675,0.0001104564,0.0001109191,0.0004397781],"study_design_scores_gemma":[0.0007247301,0.00004622496,0.0002128073,0.0001451409,0.00002541242,0.00004085263,0.00001707888,0.0003342341,0.9977143,0.0001651029,0.00006675526,0.0005073216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952641,0.0003305231,0.0001973139,0.00004162906,0.00210875,0.0009506702,0.00005976358,0.0008022278,0.0002450567],"genre_scores_gemma":[0.9964046,0.00001093129,0.00293864,0.00002334053,0.0001254454,0.0001719895,0.00008072999,0.0001578107,0.00008649493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00387228,"threshold_uncertainty_score":0.9997548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00552611230270278,"score_gpt":0.2080958073567832,"score_spread":0.2025696950540805,"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."}}