{"id":"W2052751067","doi":"10.1002/jbm.a.32585","title":"Neural differentiation regulated by biomimetic surfaces presenting motifs of extracellular matrix proteins","year":2009,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part A","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fibronectin; Extracellular matrix; Laminin; Cell biology; Neurite; Cellular differentiation; Materials science; Matrix (chemical analysis); Biology; Biochemistry; In vitro; Gene","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009065975,0.0002987791,0.0009518299,0.0006234961,0.0001963161,0.0004837741,0.001057659,0.000318692,0.002107754],"category_scores_gemma":[0.001989971,0.0002288799,0.0001638171,0.0007128429,0.0004975351,0.0004970988,0.000221832,0.0003029795,0.00007260025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124451,"about_ca_system_score_gemma":0.0002059053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006131331,"about_ca_topic_score_gemma":6.049928e-7,"domain_scores_codex":[0.9909536,0.002562726,0.002220585,0.0004164643,0.002901629,0.0009449485],"domain_scores_gemma":[0.9965448,0.0003543942,0.001270531,0.0005020071,0.0009029289,0.0004253293],"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":[0.0003678212,0.0005802156,0.00004819786,0.0001895719,0.00004328719,0.0001030868,0.0001592789,0.00001221207,0.9947494,0.00008173133,0.003413197,0.0002520391],"study_design_scores_gemma":[0.00101023,0.001054255,0.001426811,0.0002828925,0.00004243482,0.00009196598,0.00007662269,0.0002246274,0.9935616,0.000993271,0.001035427,0.0001998699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949679,0.001321233,0.0004037722,0.001226684,0.001244105,0.0006834532,0.00009744677,0.00004476116,0.00001060614],"genre_scores_gemma":[0.9971189,0.0001240305,0.001999541,0.00001173802,0.0004924671,0.00001300858,0.00003933198,0.00003648355,0.0001644692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007076003,"threshold_uncertainty_score":0.9988045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032384873364552,"score_gpt":0.3465600584622612,"score_spread":0.3141751850977092,"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."}}