{"id":"W4411657390","doi":"10.51847/imc2wp3","title":"10.51847/imc2WP3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transdermal; Liposome; Ritonavir; Drug delivery; Fabrication; Chromatography; Pharmacology; Chemistry; Materials science; Nanotechnology; Medicine; Virology; Human immunodeficiency virus (HIV)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005077544,0.001296181,0.0007512852,0.00245056,0.001111833,0.003081084,0.001332771,0.002778229,0.8399158],"category_scores_gemma":[0.0007705028,0.0005251882,0.0005313071,0.001983294,0.0007025995,0.001708389,0.001965348,0.001339767,0.8525848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004833,"about_ca_system_score_gemma":0.0006395814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865301,"about_ca_topic_score_gemma":0.001262703,"domain_scores_codex":[0.9994734,0.00002912497,0.00003310328,0.000129255,0.0002347091,0.0001004577],"domain_scores_gemma":[0.9992817,0.00006837813,0.00006452861,0.0001623916,0.000256713,0.0001662162],"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":[0.0005311288,0.0006221163,0.001382587,0.000416113,0.00003202887,0.0005929706,0.00009978005,0.0007616602,0.05283678,0.007595371,0.1500974,0.7850321],"study_design_scores_gemma":[0.00006481067,0.0001607613,0.002348292,0.0001732104,0.00002566789,0.001118793,0.00007977385,0.002926187,0.025179,0.001455836,0.9664319,0.00003582566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007912802,0.001831753,0.01082209,0.001009158,0.001293073,0.0002309415,0.001886453,0.005473393,0.9695403],"genre_scores_gemma":[0.01349667,0.0004699363,0.004078722,0.0003406278,0.0001963962,0.0001145478,0.001657288,0.0005433077,0.9791024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1600842,"threshold_uncertainty_score":0.2283407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04801248793064122,"score_gpt":0.3461607090406438,"score_spread":0.2981482211100026,"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."}}