{"id":"W4384821217","doi":"10.1007/s13671-023-00394-9","title":"Blood Flow’s Effect on Percutaneous Absorption in Animal Models: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Current Dermatology Reports","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Percutaneous; Blood flow; Blood circulation; Absorption (acoustics); Intensive care medicine; Surgery; Internal medicine; Traditional 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001795425,0.001335374,0.006529263,0.0007952147,0.000191316,0.00002397484,0.0006089719,0.001346444,0.0001867164],"category_scores_gemma":[0.0006668143,0.001122709,0.001075698,0.0008380348,0.0002348976,0.0001676062,0.0002043988,0.003626878,0.001025278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373551,"about_ca_system_score_gemma":0.000326663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002494802,"about_ca_topic_score_gemma":0.000005692082,"domain_scores_codex":[0.9888269,0.004095396,0.003938607,0.001487356,0.0005156639,0.001136106],"domain_scores_gemma":[0.9946387,0.001987375,0.001850607,0.001110725,0.0001058244,0.0003067668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003601583,0.0004536716,0.00001151682,0.9247859,0.000852972,0.03561464,0.00006155397,0.0001574709,0.000001033948,0.00005971175,0.001254173,0.03671133],"study_design_scores_gemma":[0.0004998702,0.000211725,2.383806e-7,0.7043301,0.01835846,0.09231116,0.000005364847,0.001267693,0.000005686268,0.0001865916,0.1815942,0.001228908],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001135695,0.9857849,0.00003379607,0.00005020219,0.004287175,0.008839339,0.000113376,0.0004083547,0.0003692373],"genre_scores_gemma":[0.0002727257,0.9951882,0.00001647321,0.0003429962,0.0001374312,0.003017347,0.0006990544,0.0001943328,0.0001313914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2204558,"threshold_uncertainty_score":0.99995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193381312139999,"score_gpt":0.4835047293853855,"score_spread":0.2901234172453865,"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."}}