{"id":"W2923576761","doi":"10.1016/j.cgh.2019.03.037","title":"Appropriate Therapeutic Drug Monitoring of Biologic Agents for Patients With Inflammatory Bowel Diseases","year":2019,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":328,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Calgary; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Israel National Road Safety Authority; AbbVie; National Institutes of Health; Pfizer","keywords":"Medicine; Inflammatory Bowel Diseases; Therapeutic drug monitoring; Drug; Inflammatory bowel disease; Pharmacology; Intensive care medicine; Internal medicine","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":[0.0009403922,0.0005112006,0.001355664,0.0009108498,0.0005096736,0.001001856,0.0003701773,0.0006982943,0.000951255],"category_scores_gemma":[0.004509694,0.0001404497,0.0005633777,0.0007942452,0.0002399139,0.0006034867,0.0002792117,0.001226388,0.0004904596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410463,"about_ca_system_score_gemma":0.000866073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007976214,"about_ca_topic_score_gemma":0.00141587,"domain_scores_codex":[0.9987802,0.0004419486,0.0002331484,0.00009840495,0.0003740415,0.00007228555],"domain_scores_gemma":[0.9982883,0.0006669079,0.0004417314,0.0000838897,0.0003267385,0.0001922849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006037596,0.0006158004,0.4834096,0.0008057439,0.0003181566,0.004981357,0.0004320465,0.001204337,0.01934506,0.001242056,0.01462731,0.4669811],"study_design_scores_gemma":[0.0006404293,0.005041576,0.8211724,0.00176118,0.001177389,0.01924658,0.0009954021,0.007512482,0.03355949,0.003933276,0.104842,0.0001177319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7060061,0.1958974,0.01875673,0.01470956,0.001639506,0.0003753351,0.001805915,0.0009284655,0.05988091],"genre_scores_gemma":[0.9686673,0.01336587,0.01120667,0.00344629,0.0007321669,0.0001497888,0.0007864584,0.00006326537,0.001582196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001355664,"threshold_uncertainty_score":0.004973352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245875651207361,"score_gpt":0.2741484492808789,"score_spread":0.2616896927688053,"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."}}