{"id":"W2943460742","doi":"10.1080/21691401.2019.1586718","title":"Engineered substrates with imprinted cell-like topographies induce direct differentiation of adipose-derived mesenchymal stem cells into Schwann cells","year":2019,"lang":"en","type":"article","venue":"Artificial Cells Nanomedicine and Biotechnology","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mesenchymal stem cell; Cell biology; Stem cell; Materials science; Cellular differentiation; Schwann cell; Chemistry; Biology; Biochemistry","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":[0.0001664947,0.0003031851,0.0004773749,0.0005463791,0.0001428193,0.00003212487,0.0002477673,0.0004033658,0.00004461665],"category_scores_gemma":[0.00001016263,0.0002227247,0.00006824325,0.0008746219,0.00054613,0.0001511847,0.00008508321,0.0003305753,0.00002926786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188237,"about_ca_system_score_gemma":0.00004702596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008679472,"about_ca_topic_score_gemma":0.00006366039,"domain_scores_codex":[0.9981158,0.0001040195,0.0005071826,0.0006366384,0.0002602334,0.0003760807],"domain_scores_gemma":[0.9990287,0.0001417099,0.0002795637,0.0003843358,0.00007677402,0.00008888808],"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":[0.0001483804,0.0001554767,0.0001439347,0.0001078598,0.00001949755,0.00001463163,0.0002648082,0.00003957862,0.9964221,0.0006284893,0.00002803501,0.00202727],"study_design_scores_gemma":[0.0005539377,0.001294205,0.0001173118,0.00004792033,0.0000541161,0.000007174559,0.0004287756,0.0005947215,0.9962562,0.00009719304,0.0002908066,0.0002576767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972914,0.0002327797,0.0002654592,0.0005229953,0.0008115455,0.0005503251,0.0000172587,0.0001637991,0.0001444051],"genre_scores_gemma":[0.9989932,0.0003367517,0.0001993031,0.00007861489,0.00006282891,0.00001272089,0.000009352425,0.0000267453,0.0002804708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769594,"threshold_uncertainty_score":0.9082449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052186965387755,"score_gpt":0.2044561094924931,"score_spread":0.1939342398386155,"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."}}