{"id":"W2067979152","doi":"10.1016/j.gtc.2014.05.001","title":"Risk of Infections with Biological Agents","year":2014,"lang":"en","type":"review","venue":"Gastroenterology Clinics of North America","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Intensive care medicine; Inflammatory Bowel Diseases; Infectious disease (medical specialty); Biologic Agents; Inflammatory bowel disease; Biological drugs; Risk assessment; Infectious agent; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002255748,0.0004203751,0.001563928,0.0001295817,0.00004694601,0.000003183575,0.0004776434,0.0003277794,0.00002653044],"category_scores_gemma":[0.0003314471,0.0003175493,0.0007663813,0.0001151659,0.0008221773,0.000002207676,0.0002472959,0.0003581706,0.00002127632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001039026,"about_ca_system_score_gemma":0.0001733274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006779782,"about_ca_topic_score_gemma":0.00008768929,"domain_scores_codex":[0.9971151,0.0007431339,0.001073406,0.0005680199,0.0001265825,0.0003737435],"domain_scores_gemma":[0.996681,0.0000843403,0.002056034,0.0008497908,0.0001743542,0.000154503],"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":[0.000595307,0.0004985429,0.7895409,0.001854312,0.001545444,0.00002311553,0.000005640564,0.0001178644,5.172952e-7,0.000001470936,0.0006707289,0.2051462],"study_design_scores_gemma":[0.0008376606,0.005584632,0.1046525,0.0004563119,0.001475719,0.00004052569,0.000003517402,0.000006931757,3.936924e-7,0.000003475699,0.8866671,0.0002711277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5415463,0.4504734,0.004033508,0.000008865892,0.0004928869,0.001340255,0.001910087,0.00003867752,0.0001560557],"genre_scores_gemma":[0.009859696,0.9879389,0.0006701814,0.0001260862,0.0001442977,0.00008086421,0.001113578,0.00004770733,0.00001866303],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8859964,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815257198675262,"score_gpt":0.3014349498611631,"score_spread":0.2832823778744105,"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."}}