{"id":"W7133201299","doi":"10.2310/6620.2011.00011f","title":"A New Database of Dermal Contact Transfer Factors","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000123479,0.0002324507,0.0002968964,0.000108316,0.00009989687,0.000005074903,0.000327969,0.0001860648,0.0144933],"category_scores_gemma":[0.00002150158,0.0002278785,0.0001215839,0.0001440161,0.0001169888,0.0003791953,0.00004048055,0.0004305145,0.0001534438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002815954,"about_ca_system_score_gemma":0.00008578303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003129912,"about_ca_topic_score_gemma":0.00007252139,"domain_scores_codex":[0.9985555,0.0001898781,0.0004532069,0.0002317877,0.0001789189,0.0003907179],"domain_scores_gemma":[0.999194,0.0001618046,0.00006760487,0.0002461601,0.00005917062,0.0002712232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009831568,0.003099826,0.4560896,0.001654104,0.003125004,0.00142118,0.0700675,0.0003118347,0.1468579,0.0441297,0.1505994,0.1216608],"study_design_scores_gemma":[0.003774995,0.0001885268,0.08991409,0.00007028356,0.0003686993,0.00006370494,0.0004695499,0.0003887502,0.7611053,0.0004818279,0.1426062,0.0005680106],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876851,0.0009653638,0.09175217,0.0002923764,0.001581566,0.0006462528,0.0009215535,0.0001676402,0.02682208],"genre_scores_gemma":[0.9945101,0.0003590688,0.002118651,0.002430172,0.00006427342,0.00001402617,0.0001018888,0.00002844465,0.0003733539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6142474,"threshold_uncertainty_score":0.9864076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492983606192643,"score_gpt":0.388577642558795,"score_spread":0.2392792819395307,"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."}}