{"id":"W2102684017","doi":"10.1080/15376520490434665","title":"Automated In Vitro Dermal Absorption (AIDA): Development of a Cost-Effective Diffusion Cell","year":2004,"lang":"en","type":"article","venue":"Toxicology Mechanisms and Methods","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Dialysis tubing; Absorption (acoustics); Chemistry; Tritiated water; In vitro; Phenol; Chromatography; Cell; Diffusion; Membrane; Biochemistry; Organic chemistry; Tritium; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108021,0.0005881767,0.0007265183,0.0006775522,0.0004466139,0.0009020143,0.001763472,0.0008833114,0.001974639],"category_scores_gemma":[0.001172496,0.0004264741,0.0003042365,0.00035632,0.0004504051,0.001037797,0.0009338363,0.001462827,0.001914434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146395,"about_ca_system_score_gemma":0.0005609022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006663815,"about_ca_topic_score_gemma":0.0008395811,"domain_scores_codex":[0.9987807,0.000175747,0.0001009831,0.0002233194,0.0006676299,0.0000516756],"domain_scores_gemma":[0.9985955,0.0005870471,0.0001833139,0.0001463888,0.000367116,0.0001206273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008353528,0.00009533715,0.0003979749,0.0002603547,0.00001078447,0.00006960994,0.00005209627,0.0002190264,0.9632805,0.0006970025,0.0006817004,0.03415208],"study_design_scores_gemma":[0.00004725388,0.00053438,0.002067255,0.00001995718,0.00006277484,0.001439022,0.00003960549,0.006703695,0.9469892,0.000234575,0.04182031,0.00004196552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1274661,0.007526156,0.8518064,0.0006492092,0.0005264378,0.001282952,0.001149907,0.003098084,0.006494703],"genre_scores_gemma":[0.2155823,0.004052474,0.7656952,0.0003156934,0.0001922649,0.00123764,0.00125836,0.0001973596,0.01146867],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001974639,"threshold_uncertainty_score":0.006605864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.062657601740377,"score_gpt":0.4510027640148943,"score_spread":0.3883451622745173,"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."}}