{"id":"W4220848717","doi":"10.18433/jpps32241","title":"Microneedles as an Alternative Strategy for Drug Delivery","year":2022,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Transdermal; Medicine; Clinical trial; Intensive care medicine; Drug delivery; Risk analysis (engineering); Pharmacology; Nanotechnology; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004600057,0.0007638602,0.001374964,0.003177863,0.000233976,0.001140057,0.0004726539,0.001139213,0.004382266],"category_scores_gemma":[0.0003980328,0.0002455038,0.0008250086,0.001686865,0.0003987398,0.001176245,0.0006639092,0.001322605,0.001122523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005825354,"about_ca_system_score_gemma":0.0007918664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057815,"about_ca_topic_score_gemma":0.001847839,"domain_scores_codex":[0.9996756,0.00005834381,0.00003603506,0.00005455961,0.0001499845,0.00002540952],"domain_scores_gemma":[0.9998577,0.00008131303,0.00002579072,0.000005209637,0.00002269854,0.000007355277],"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":[0.0001229726,0.0001502561,0.0001452427,0.07793959,0.0003881087,0.0004004367,0.0001447813,0.0006581855,0.02422001,0.009984049,0.01188047,0.873966],"study_design_scores_gemma":[0.00005419953,0.0003227428,0.0009664553,0.009132748,0.0004538508,0.002440597,0.0001072675,0.0003014635,0.007330801,0.002437214,0.9764155,0.00003717495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003167947,0.9980956,0.0003190989,0.0001053628,0.00009073767,0.00001091823,0.00001455791,0.000008991703,0.00103793],"genre_scores_gemma":[0.002869281,0.9955481,0.0005103543,0.0001560011,0.00005602869,0.00001330486,0.00002650063,0.000002147498,0.0008182541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004382266,"threshold_uncertainty_score":0.01466012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4207921950583047,"score_gpt":0.5780366493039591,"score_spread":0.1572444542456544,"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."}}