{"id":"W768236404","doi":"10.1002/9781118140505","title":"Topical and Transdermal Drug Delivery","year":2011,"lang":"en","type":"book","venue":"","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transdermal; Drug; Pharmacology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002799521,0.000578248,0.0005757227,0.000148217,0.0002165028,0.00001660143,0.0004115883,0.001063963,0.0170563],"category_scores_gemma":[0.000007766159,0.0005646287,0.0001911899,0.00003974899,0.0006311542,0.0001666277,0.0001354095,0.002123985,0.0006290739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202128,"about_ca_system_score_gemma":0.0002534526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000178864,"about_ca_topic_score_gemma":0.00006152342,"domain_scores_codex":[0.9976807,0.0002075778,0.0005302196,0.0006743969,0.0002247623,0.0006822913],"domain_scores_gemma":[0.9987507,0.0003280082,0.000122291,0.0002943478,0.00008288268,0.0004217311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001548566,0.000757782,0.0008727437,0.001182869,0.002143265,0.001305474,0.003412189,0.00004091136,0.0008903957,0.05643385,0.5588279,0.372584],"study_design_scores_gemma":[0.001331644,0.00007884291,0.00008976703,0.00004297288,0.0004949895,0.00005657557,0.000025705,0.0001321172,0.001519267,0.006161396,0.9893989,0.0006678523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003142292,0.005173248,0.0005457834,0.0003442651,0.001827525,0.0006761194,0.0001717046,0.0002454611,0.9878736],"genre_scores_gemma":[0.008546233,0.005071096,0.0006655972,0.005290763,0.0006435084,0.0000456133,0.000130068,0.00009462598,0.9795125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.430571,"threshold_uncertainty_score":0.9996805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019230104078697,"score_gpt":0.3860176250813112,"score_spread":0.2840946146734415,"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."}}