{"id":"W2130034040","doi":"10.1124/dmd.31.12.1507","title":"MODELING OF INTESTINAL DRUG ABSORPTION: ROLES OF TRANSPORTERS AND METABOLIC ENZYMES (FOR THE GILLETTE REVIEW SERIES)","year":2003,"lang":"en","type":"review","venue":"Drug Metabolism and Disposition","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bioavailability; Absorption (acoustics); Drug; Systemic circulation; Transporter; Pharmacology; Enzyme; Drug metabolism; Chemistry; Medicine; Biochemistry; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007263609,0.0004432906,0.002458235,0.0001576814,0.0001131923,0.00001260854,0.0001185379,0.0001214456,0.00002236974],"category_scores_gemma":[0.00001774268,0.0002685006,0.0006018701,0.000265414,0.0001774898,0.0001354394,0.00001133691,0.0002331041,4.86554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007288853,"about_ca_system_score_gemma":0.0001073825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002024502,"about_ca_topic_score_gemma":0.00001717827,"domain_scores_codex":[0.9979329,0.0001014476,0.001037452,0.0003950974,0.0003057142,0.0002274469],"domain_scores_gemma":[0.9988725,0.0000840889,0.0004180594,0.0003394164,0.0001714306,0.0001144919],"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":[0.000295199,0.0001992575,0.000005743177,0.254581,0.000914717,0.00001233911,0.0007922846,0.000017842,0.0001057464,0.03322271,0.0002592729,0.7095938],"study_design_scores_gemma":[0.00125578,0.00004402336,0.00005304485,0.07425123,0.03159126,0.0002085493,0.0003380031,0.000183693,0.0002637407,0.000336604,0.8909413,0.000532782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002039041,0.9942318,0.002958668,0.0003222877,0.0001957676,0.001729102,0.0002585722,0.00002026327,0.00007961614],"genre_scores_gemma":[0.0007873246,0.9967921,0.001194184,0.000181398,0.0001347134,0.0001953597,0.000410545,0.0000498221,0.0002545759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.890682,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892097229423731,"score_gpt":0.2728473502864747,"score_spread":0.2539263779922374,"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."}}