{"id":"W1965832974","doi":"10.1002/ibd.21831","title":"Therapeutic Drug Monitoring of Biologics for Inflammatory Bowel Disease","year":2011,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Abbott Laboratories","keywords":"Medicine; Drug; Therapeutic drug monitoring; Ulcerative colitis; Efficacy; Inflammatory bowel disease; Clinical trial; Immunogenicity; Observational study; Internal medicine; Antibody; Disease; Intensive care medicine; Pharmacology; Immunology","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":["metaepi_narrow"],"category_scores_codex":[0.00053303,0.001691221,0.001713091,0.0004517603,0.0003268813,0.00009215929,0.001782986,0.0008347751,0.00008156779],"category_scores_gemma":[0.0005536882,0.001548313,0.002799483,0.000170668,0.0007296978,0.00004650061,0.0006103804,0.0004095321,0.00009890811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464337,"about_ca_system_score_gemma":0.002329682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002992215,"about_ca_topic_score_gemma":0.000004809895,"domain_scores_codex":[0.9939274,0.0006244547,0.002102278,0.001659925,0.0004951338,0.001190791],"domain_scores_gemma":[0.9939831,0.0001999203,0.001701621,0.002482137,0.0005141231,0.001119134],"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":[0.006658232,0.002442982,0.3103195,0.2734343,0.008037972,0.001650619,0.0003878447,0.0001835982,0.0003383154,0.005515032,0.01193438,0.3790973],"study_design_scores_gemma":[0.001345607,0.0001466132,0.07004744,0.007020512,0.004354815,0.00001207004,0.00008834786,0.00001246974,0.0001029566,0.0006843348,0.9135612,0.002623672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01349758,0.9782712,0.00007925307,0.000005266179,0.001376195,0.003680549,0.002720647,0.0002040122,0.0001652611],"genre_scores_gemma":[0.004621304,0.9876925,0.0001861536,0.00006342115,0.001983262,0.002635566,0.001592821,0.0004644528,0.0007605709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9016268,"threshold_uncertainty_score":0.9995834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957030904914252,"score_gpt":0.292160696763913,"score_spread":0.2625903877147705,"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."}}