{"id":"W3192226057","doi":"10.1016/j.dld.2021.07.008","title":"Clinical efficacy, drug sustainability and serum drug levels in Crohn's disease patients treated with ustekinumab – A prospective, multicenter cohort from Hungary","year":2021,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; National Research, Development and Innovation Office; Emberi Eroforrások Minisztériuma; Nemzeti Kutatási és Technológiai Hivatal","keywords":"Medicine; Ustekinumab; Internal medicine; Crohn's disease; Prospective cohort study; Clinical trial; Population; Inflammatory bowel disease; Cohort; Drug; Disease; Gastroenterology; Pharmacology; Adalimumab","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":[0.0002778987,0.0002370243,0.0004903119,0.0007666569,0.0003481521,0.0007866593,0.0002314173,0.0002796135,0.001227581],"category_scores_gemma":[0.0006138456,0.0002245574,0.0005617274,0.001007357,0.0003083816,0.0003570605,0.0004069133,0.0003706416,0.0002396051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744878,"about_ca_system_score_gemma":0.0003194892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320093,"about_ca_topic_score_gemma":0.002690042,"domain_scores_codex":[0.9996616,0.00006224115,0.00004098566,0.00007901361,0.00005761633,0.00009862865],"domain_scores_gemma":[0.9995822,0.00006873579,0.0001471217,0.00003481095,0.00005807657,0.0001090629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004788521,0.0000856386,0.9971823,0.000006960148,0.0001039797,0.0002972559,0.00008870795,0.00005449488,0.0004933886,0.00001811285,0.00007748625,0.001112789],"study_design_scores_gemma":[0.00001483312,0.0001119464,0.9990369,0.000002292034,0.00003918112,0.0003299779,0.0001697452,0.00007992514,0.00007325215,0.000009668872,0.0001293211,0.000002898029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995578,0.00007330949,0.0000260255,0.000009766519,0.000002513053,0.000003417657,0.0001310333,7.644989e-7,0.0001953701],"genre_scores_gemma":[0.9994386,0.00006083769,0.00001833597,0.00001434328,0.000007040654,0.000003461206,0.0003539262,0.000001236487,0.0001022626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004320093,"threshold_uncertainty_score":0.008589864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005805941706943873,"score_gpt":0.2439012229786798,"score_spread":0.238095281271736,"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."}}