{"id":"W2120462221","doi":"10.1557/opl.2013.441","title":"Micro-injection Molded Polymeric Surfaces for the Maintenance of Human Mesenchymal Stem Cells (hMSCs)","year":2013,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ontario Council on Graduate Studies, Council of Ontario Universities; National Science Foundation","keywords":"Materials science; Wafer; Molding (decorative); Scanning electron microscope; Composite material; Mesenchymal stem cell; Vinculin; Substrate (aquarium); Polymer; Nanotechnology; Biomedical engineering; Adhesion; Cell adhesion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003851531,0.0001436277,0.0001769154,0.000087796,0.0001202166,0.00007540661,0.0003846339,0.00009260706,0.00008068825],"category_scores_gemma":[0.00004847404,0.0001039897,0.00007359515,0.0003343161,0.0001502652,0.0001496569,0.00007209837,0.000202549,0.00003938836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005928097,"about_ca_system_score_gemma":0.00001342291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442562,"about_ca_topic_score_gemma":0.000002221578,"domain_scores_codex":[0.9988053,0.000004669126,0.000271013,0.0001925787,0.000293473,0.0004329703],"domain_scores_gemma":[0.9993911,0.0001443558,0.00006432612,0.0001143159,0.0002048005,0.00008114829],"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":[0.000005692583,0.00001479252,0.0008548618,0.0003195852,0.00003938063,1.34837e-7,0.0004183706,0.0000633165,0.9716904,0.0002602699,0.01767468,0.008658485],"study_design_scores_gemma":[0.0003348772,0.0001459007,0.003849063,0.00009062211,0.00001560717,0.00000379612,0.0008984021,0.02165798,0.9695122,0.0003708264,0.002928403,0.0001923591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960563,0.0002546379,0.0005574994,0.0003305498,0.0002451344,0.0006492442,0.000004014069,0.0001736092,0.001728988],"genre_scores_gemma":[0.9973109,0.00004116484,0.0007984022,0.00002629136,0.00009150546,0.0001435409,7.946366e-7,0.00003940021,0.001547935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02159467,"threshold_uncertainty_score":0.4240578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664849648593793,"score_gpt":0.2467258273323439,"score_spread":0.2300773308464059,"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."}}