{"id":"W4255975076","doi":"10.1002/14651858.cd013256","title":"Risk of postoperative infectious complications from medical therapies in inflammatory bowel disease","year":2019,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Perioperative; Disease; Intervention (counseling); Intensive care medicine; Surgery; 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":[0.02250023,0.002561764,0.01109005,0.01301646,0.001241949,0.004291697,0.002397777,0.003014161,0.02609655],"category_scores_gemma":[0.07997838,0.002099914,0.01555674,0.0106367,0.0013018,0.00335707,0.002953812,0.003272433,0.001666182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007964485,"about_ca_system_score_gemma":0.01676828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006916286,"about_ca_topic_score_gemma":0.01689295,"domain_scores_codex":[0.9719848,0.01111779,0.01156254,0.001141628,0.003495121,0.0006981883],"domain_scores_gemma":[0.954611,0.02750059,0.009647859,0.001418261,0.006131801,0.0006904348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007216291,0.00002736334,0.0003014126,0.9665356,0.003704475,0.00006895328,0.0001624567,0.0002006221,0.0001963641,0.0008960979,0.006288749,0.02089636],"study_design_scores_gemma":[0.002441874,0.0004172589,0.003254233,0.910193,0.03110277,0.0002697805,0.0002526865,0.0002436506,0.0004033223,0.001733232,0.04958396,0.0001041718],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004304715,0.5757867,0.004081315,0.004565047,0.002717985,0.3752293,0.0246161,0.0004959659,0.008202916],"genre_scores_gemma":[0.02344604,0.3731622,0.02978141,0.004200816,0.0004994529,0.5601763,0.004981516,0.00012713,0.003625264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02609655,"threshold_uncertainty_score":0.118994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520121257453195,"score_gpt":0.2892413639275227,"score_spread":0.2740401513529908,"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."}}