{"id":"W1996534793","doi":"10.1211/002235702955","title":"Estimation of absorption parameters from the non-steady-state phase in the rat gut perfusion model","year":2003,"lang":"en","type":"article","venue":"Journal of Pharmacy and Pharmacology","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Perfusion; Steady state (chemistry); Absorption (acoustics); Phase (matter); Biological system; Estimation; Chemistry; Medicine; Internal medicine; Biology; Physics; Optics; Engineering; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003948772,0.000269427,0.0004935823,0.0001697458,0.0002565307,0.00002896024,0.0004704972,0.0001551547,0.0004098645],"category_scores_gemma":[0.0001043761,0.0001729864,0.0001828289,0.0002928248,0.0004172137,0.0003879951,0.00004571172,0.001323998,0.00001587711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005910435,"about_ca_system_score_gemma":0.0001941358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008724424,"about_ca_topic_score_gemma":0.00001627555,"domain_scores_codex":[0.9955807,0.002393549,0.001114288,0.0002291263,0.0003065572,0.0003757286],"domain_scores_gemma":[0.9968482,0.001816671,0.0008644869,0.0001501466,0.0001603603,0.0001601025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006489432,0.002442157,0.004194303,0.0001762859,0.000476053,0.0002080663,0.03344421,0.2896976,0.5830719,0.0003796576,0.02859796,0.0508223],"study_design_scores_gemma":[0.02087623,0.0004837641,0.0003234905,0.00005664312,0.0008951318,0.0003328644,0.001874543,0.7697582,0.1705004,0.002277332,0.03228443,0.0003369381],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909425,0.002023469,0.001871828,0.001675262,0.002325943,0.0005917949,0.00006377272,0.000008711607,0.000496685],"genre_scores_gemma":[0.9930155,0.002094261,0.0002793823,0.004296715,0.0001934291,0.00002329197,0.0000105869,0.00001622534,0.00007063981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4800606,"threshold_uncertainty_score":0.7054181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070431745101233,"score_gpt":0.430937935367184,"score_spread":0.3238947608570606,"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."}}