{"id":"W2915662811","doi":"10.1093/ibd/izz002","title":"Management of Biological Therapy Before Elective Inflammatory Bowel Disease Surgeries","year":2019,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia","funders":"","keywords":"Medicine; Inflammatory bowel disease; Disease; Surgery; Inflammatory Bowel Diseases; 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":[0.0004123124,0.0005840047,0.0009500595,0.001559555,0.0001976971,0.0006110019,0.000603939,0.0007624123,0.001832122],"category_scores_gemma":[0.0008020374,0.000143644,0.000488019,0.0009592281,0.0003408579,0.0006982257,0.0003985568,0.001339791,0.0007188291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929963,"about_ca_system_score_gemma":0.0006774892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000667309,"about_ca_topic_score_gemma":0.001592539,"domain_scores_codex":[0.9997668,0.00005602217,0.00004691284,0.0000326288,0.00008048994,0.00001716348],"domain_scores_gemma":[0.9996651,0.0001951624,0.00007110074,0.000006109731,0.00004388631,0.00001864238],"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":[0.00008893864,0.00005735611,0.0003095856,0.02047845,0.00009274521,0.000360572,0.00004739677,0.0001972547,0.0007754763,0.001092277,0.0150729,0.961427],"study_design_scores_gemma":[0.0000500425,0.0002458614,0.004626481,0.02392046,0.0003368876,0.008913906,0.0001285194,0.0001354538,0.0009082568,0.001848769,0.9588532,0.00003222328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001276662,0.9990196,0.00005537636,0.000144113,0.0001223005,0.000002136878,0.000006007044,0.000002841071,0.00051987],"genre_scores_gemma":[0.0008662747,0.998535,0.0001219838,0.000136879,0.0001441886,0.000003442904,0.00001459881,7.475107e-7,0.0001768878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001832122,"threshold_uncertainty_score":0.006129086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173302239136327,"score_gpt":0.2823555558727783,"score_spread":0.2606225334814151,"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."}}