{"id":"W4399634495","doi":"10.53555/sfs.v8i1.2788","title":"Drug Delivery Systems: A Modified Review","year":2021,"lang":"en","type":"review","venue":"Journal of Survey in Fisheries Sciences","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug delivery; Drug; Computer science; Medicine; 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":[0.0005537795,0.001056888,0.001365694,0.003111461,0.0004335094,0.00197829,0.0009740721,0.001315654,0.01410503],"category_scores_gemma":[0.0006606612,0.0004084116,0.0007684559,0.002774576,0.0004370245,0.002089354,0.001026082,0.002022003,0.01033347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000826501,"about_ca_system_score_gemma":0.001079707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008092846,"about_ca_topic_score_gemma":0.0008628861,"domain_scores_codex":[0.9995171,0.0000622676,0.00006351395,0.00009169765,0.0001989871,0.00006646392],"domain_scores_gemma":[0.9996853,0.0001007787,0.00004324108,0.00002146235,0.0001160676,0.00003315953],"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":[0.0001032728,0.0001400721,0.0001452056,0.01724365,0.0000835022,0.0003756085,0.00007648604,0.0005272094,0.01006723,0.01034523,0.08568494,0.8752075],"study_design_scores_gemma":[0.000006287941,0.00007017894,0.0001886228,0.0009018212,0.00003567938,0.0007941952,0.00001720833,0.0001093624,0.001356659,0.0008576747,0.9956498,0.0000125175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004367223,0.9879178,0.001302267,0.0006364548,0.002053991,0.00004970827,0.0001669206,0.00005962927,0.007376437],"genre_scores_gemma":[0.003510455,0.9795726,0.001784963,0.0009721792,0.001064945,0.00006122033,0.0003835338,0.00002429567,0.01262595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01410503,"threshold_uncertainty_score":0.04718602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276338937729291,"score_gpt":0.3264802220551445,"score_spread":0.0988463282822154,"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."}}