{"id":"W2067525260","doi":"10.1002/jbm.a.34199","title":"Titania‐polymeric powder coatings with nano‐topography support enhanced human mesenchymal cell responses","year":2012,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part A","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Protein adsorption; Scanning electron microscope; Chemical engineering; Wetting; Contact angle; Osseointegration; Titanium; Surface roughness; Nanotechnology; Composite material; Polymer; Metallurgy; Implant","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":[0.004109313,0.0002976196,0.0006801029,0.0007762617,0.0001359202,0.0001664854,0.0004533426,0.0002105539,0.003513336],"category_scores_gemma":[0.0002184766,0.0002259615,0.00009317495,0.0006770691,0.0003938921,0.0004313478,0.0001040554,0.0004308455,0.0002124005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034175,"about_ca_system_score_gemma":0.0001095091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438067,"about_ca_topic_score_gemma":8.696622e-7,"domain_scores_codex":[0.9957415,0.0004146865,0.0009899418,0.0001788086,0.001515679,0.001159348],"domain_scores_gemma":[0.9982561,0.0002637713,0.0001969131,0.0003176997,0.0002388922,0.0007266369],"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":[0.0001826863,0.0001475086,0.00005574217,0.0002618821,0.00007269748,0.00007823833,0.000480945,0.000005534765,0.98568,0.00001804197,0.01279951,0.0002172485],"study_design_scores_gemma":[0.0007899379,0.0009543379,0.0006829618,0.0002034646,0.00002717212,0.0001946008,0.0001262947,0.000001425666,0.965569,0.00003177447,0.03113883,0.0002802391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964694,0.0003798898,0.0004194115,0.0001228866,0.001570648,0.0002328048,0.00005829048,0.0001192773,0.0006274112],"genre_scores_gemma":[0.9961358,0.0001109623,0.001536021,0.00001776505,0.001642137,0.00003214625,0.00001736844,0.00009837049,0.0004094128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.020111,"threshold_uncertainty_score":0.9973976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881054370793247,"score_gpt":0.3128511291272412,"score_spread":0.2840405854193087,"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."}}