{"id":"W2009025779","doi":"10.1038/ajg.2011.73","title":"Efficacy of Biological Therapies in Inflammatory Bowel Disease: Systematic Review and Meta-Analysis","year":2011,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":605,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"American College of Gastroenterology","keywords":"Medicine; Placebo; Internal medicine; Infliximab; Natalizumab; Relative risk; Meta-analysis; Ulcerative colitis; Gastroenterology; Inflammatory bowel disease; Cochrane Library; Crohn's disease; Confidence interval; Disease; Immunology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.001482899,0.0004319872,0.005641982,0.0002925248,0.00002615294,0.000009533464,0.0008198338,0.00008133618,0.00003889662],"category_scores_gemma":[0.000253851,0.0002201719,0.002732635,0.0001876866,0.0008559185,0.000005088419,0.000197664,0.0003021101,0.000002070136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001752538,"about_ca_system_score_gemma":0.0001195894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002027295,"about_ca_topic_score_gemma":0.000008172057,"domain_scores_codex":[0.994277,0.003244936,0.001742893,0.00029444,0.0001477437,0.0002929686],"domain_scores_gemma":[0.9950604,0.0001147331,0.003773315,0.000748108,0.000137051,0.0001663447],"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":[0.006359915,0.0005207888,0.006980292,0.4591631,0.5247436,0.0004789383,0.0001562205,0.00001968413,0.000008726989,0.00007425443,0.000173978,0.001320497],"study_design_scores_gemma":[0.00048122,0.002215018,0.009756225,0.008326164,0.9756768,0.0003570862,0.00004837583,5.521665e-7,3.041067e-7,0.00001773712,0.002825731,0.000294747],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01559739,0.9834699,0.00003560343,0.00006872189,0.00002063613,0.0007477511,0.00005487375,0.000002373687,0.000002758768],"genre_scores_gemma":[0.008697317,0.9905708,0.00005867279,0.0004997747,0.00003653345,0.00007847229,0.0000184554,0.00002747397,0.0000125415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4509332,"threshold_uncertainty_score":0.8978351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361288642547002,"score_gpt":0.299237061489224,"score_spread":0.265624175063754,"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."}}