{"id":"W4293314234","doi":"10.1016/j.cgh.2022.07.032","title":"Comparative Risk of Serious Infections With Biologic Agents and Oral Small Molecules in Inflammatory Bowel Diseases: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Ferring Pharmaceuticals; Fujifilm Corporation; Sandoz; Biogen; Danmarks Grundforskningsfond; Boston Scientific Corporation; Takeda Pharmaceutical Company; Janssen Pharmaceuticals; Gilead Sciences; National Institutes of Health; Medtronic; Roche; Fresenius Kabi; Meso Scale Diagnostics; Merck; Pfizer","keywords":"Medicine; Inflammatory Bowel Diseases; Meta-analysis; Inflammatory bowel disease; Intensive care medicine; MEDLINE; Internal medicine; Disease","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":[0.004157049,0.001799816,0.01204829,0.002415495,0.0003207992,0.001953281,0.001406892,0.001882153,0.003416576],"category_scores_gemma":[0.00905446,0.00108368,0.02266023,0.004570322,0.0004512461,0.001164852,0.001284774,0.001588376,0.0002547432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008754823,"about_ca_system_score_gemma":0.001318036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004204981,"about_ca_topic_score_gemma":0.01166056,"domain_scores_codex":[0.9970584,0.001083037,0.000900685,0.0004800697,0.0003310201,0.0001467908],"domain_scores_gemma":[0.9948487,0.003640862,0.0009771452,0.0001637782,0.0002875825,0.00008192115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003601584,0.00003716236,0.01002599,0.2895015,0.6754633,0.0001657281,0.00009299326,0.0004530939,0.0003798185,0.0001210372,0.0008689681,0.01928878],"study_design_scores_gemma":[0.0007075248,0.0001988925,0.009626308,0.01116067,0.9759358,0.0001196666,0.00006433363,0.0001390281,0.00009176401,0.0001712294,0.001750807,0.00003411605],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004997432,0.9940719,0.0002492446,0.00007047861,0.00007923027,0.00004151906,0.0003631568,0.0000106893,0.0001163768],"genre_scores_gemma":[0.1579432,0.8386541,0.001418185,0.0006790303,0.0002168381,0.0001850792,0.0005835917,0.0000205711,0.0002994452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01204829,"threshold_uncertainty_score":0.02198488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07067809906417027,"score_gpt":0.3596976304142065,"score_spread":0.2890195313500362,"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."}}