{"id":"W4225749803","doi":"10.5281/zenodo.5997475","title":"Bioinspired microneedle patches: Biomimetic designs, fabrication, and biomedical applications","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Nanotechnology; Fabrication; Biomimetic materials; Biomimetics; Biomedical engineering; Materials science; Computer science; Engineering; Medicine","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":[0.0004031509,0.000292383,0.0002250506,0.0002596123,0.0001690016,0.0005471511,0.0002410404,0.0006303861,0.003262862],"category_scores_gemma":[0.000467868,0.0002096139,0.0001720153,0.000169424,0.0001859084,0.0005902821,0.0002959901,0.0004603511,0.001145068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448252,"about_ca_system_score_gemma":0.0002558891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000174839,"about_ca_topic_score_gemma":0.0005791081,"domain_scores_codex":[0.9998651,0.00001003747,0.00001110844,0.00003177047,0.00006923523,0.00001279568],"domain_scores_gemma":[0.9998586,0.00003373024,0.00002664107,0.00001835835,0.00004541247,0.00001719486],"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":[0.00002932173,0.00001856795,0.0000835703,0.0002860432,0.000006696034,0.00006043824,0.00002278123,0.000113055,0.9695491,0.0006693646,0.001102162,0.02805884],"study_design_scores_gemma":[0.00001072892,0.0001686262,0.000849647,0.00002586583,0.00001592117,0.0004626141,0.00001699072,0.0008299744,0.9593128,0.0002355143,0.0380572,0.00001416448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6144266,0.1483948,0.1756022,0.006493406,0.00763082,0.000707217,0.002235566,0.002445712,0.04206371],"genre_scores_gemma":[0.7790818,0.05442644,0.105553,0.001235069,0.000684323,0.0002273956,0.001228521,0.000264247,0.0572992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003262862,"threshold_uncertainty_score":0.01091534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194026690315449,"score_gpt":0.3679791969641503,"score_spread":0.2485765279326055,"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."}}