{"id":"W3089105298","doi":"10.3390/pharmaceutics12090901","title":"Development of 3D Printed Drug-Eluting Scaffolds for Preventing Piercing Infection","year":2020,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nautilus Biosciences (Canada); University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Mupirocin; PLGA; Staphylococcus aureus; Antimicrobial; Drug; 3d printed; Materials science; Chemistry; Biomedical engineering; Nanotechnology; Medicine; Pharmacology; Methicillin-resistant Staphylococcus aureus; Bacteria; Nanoparticle; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006147009,0.00007329681,0.0001119296,0.00003991023,0.000611232,0.00003094061,0.0001309469,0.00003288524,0.00002508787],"category_scores_gemma":[0.0002013096,0.00008245074,0.00004775335,0.0003056231,0.00005290706,0.0001082226,0.00005843954,0.00006290843,0.000008740653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007153765,"about_ca_system_score_gemma":0.0002109011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005088128,"about_ca_topic_score_gemma":0.0001014124,"domain_scores_codex":[0.99909,0.00005257352,0.0002893148,0.0001586089,0.0001770438,0.0002324178],"domain_scores_gemma":[0.9994003,0.0001286026,0.0001616981,0.00006009609,0.0001426841,0.0001066381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005849749,0.0003085235,0.07777788,0.00082492,0.0002329267,5.941928e-7,0.2525944,0.0007594494,0.1344907,0.011288,0.0009651689,0.5206988],"study_design_scores_gemma":[0.0009291358,0.00002015902,0.006913829,0.0001635965,0.000184678,5.412449e-7,0.003551712,0.02687195,0.1270669,0.0002596769,0.8336187,0.0004191403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494849,0.00008386822,0.04220741,0.001700078,0.0002815718,0.0006538815,0.000004150504,0.0001925694,0.005391545],"genre_scores_gemma":[0.9602773,0.00002060115,0.0391432,0.0001784236,0.0002220139,0.00002792062,0.000005193446,0.00001108434,0.0001142294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8326535,"threshold_uncertainty_score":0.4701164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552512407526486,"score_gpt":0.4170723367208488,"score_spread":0.2618210959682002,"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."}}