{"id":"W2142806546","doi":"10.1021/nl803051f","title":"Nanoscale Oxidative Patterning of Metallic Surfaces to Modulate Cell Activity and Fate","year":2009,"lang":"en","type":"article","venue":"Nano Letters","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"","keywords":"Nanotechnology; Regenerative medicine; Nanoscopic scale; Rational design; Materials science; Cell fate determination; Cell; Stem cell; Chemistry; Cell biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001047212,0.0002375128,0.0000999591,0.0001245924,0.0001058829,0.0002382814,0.0002018307,0.0002415274,0.0008073401],"category_scores_gemma":[0.0001905539,0.0001124848,0.0001239711,0.0001233463,0.0002837665,0.0001840574,0.0001890334,0.0002692593,0.0001861904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581229,"about_ca_system_score_gemma":0.00008278867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001855107,"about_ca_topic_score_gemma":0.0006596696,"domain_scores_codex":[0.9999197,0.0000112311,0.000005852623,0.00001901643,0.00002463938,0.00001962438],"domain_scores_gemma":[0.9998907,0.0000393186,0.00003012799,0.00001898261,0.00001145721,0.00000941288],"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":[0.00001221873,0.000009004568,0.00005743854,0.00002398462,0.000002084058,0.00002224087,0.00001588001,0.00008454415,0.9980738,0.0002007886,0.00003135048,0.001466497],"study_design_scores_gemma":[0.0000044834,0.00003972506,0.0004340784,0.00000144333,0.000003258139,0.00003572578,0.00001345559,0.0006261615,0.9976981,0.00008217897,0.001058607,0.000002757529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872892,0.0009863569,0.007791794,0.0002113385,0.00006257631,0.00003182384,0.00009621127,0.00007666703,0.003454083],"genre_scores_gemma":[0.9934058,0.0005640602,0.004634323,0.00009230349,0.0000146338,0.00001591919,0.00004937169,0.00001914448,0.001204405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008073401,"threshold_uncertainty_score":0.002700865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007274764323539857,"score_gpt":0.2001725011942764,"score_spread":0.1928977368707365,"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."}}