{"id":"W3031337347","doi":"10.1371/journal.pone.0233781","title":"Risk for development of inflammatory bowel disease under inhibition of interleukin 17: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Inflammatory bowel disease; Meta-analysis; Crohn's disease; Medicine; Disease; Systematic review; Bioinformatics; Immunology; MEDLINE; Internal medicine; Biology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0132115,0.002852003,0.01865255,0.006023148,0.0006469237,0.003264041,0.002040458,0.002335632,0.002721089],"category_scores_gemma":[0.03033865,0.001753961,0.04336223,0.007640485,0.0007746742,0.001476452,0.001603476,0.001865775,0.0002743764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261573,"about_ca_system_score_gemma":0.00250994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006586788,"about_ca_topic_score_gemma":0.01259185,"domain_scores_codex":[0.9862386,0.007120539,0.003428751,0.001502074,0.001333872,0.0003761968],"domain_scores_gemma":[0.9771016,0.01636925,0.004019493,0.0007749094,0.001442466,0.0002922558],"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":[0.001665457,0.00001205238,0.00626691,0.198392,0.7875587,0.0001579595,0.00004744839,0.0005031682,0.0001688213,0.00007098624,0.0003355235,0.00482093],"study_design_scores_gemma":[0.0003628777,0.0001220043,0.003702955,0.01097528,0.9837092,0.0001241451,0.00002584835,0.0001516151,0.00008998107,0.00008229855,0.0006383305,0.00001538728],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008674584,0.9894333,0.0005161132,0.000148136,0.0001298679,0.0002069066,0.0005736983,0.00002977443,0.0002875766],"genre_scores_gemma":[0.3287968,0.6656776,0.002119832,0.0007480956,0.0002924415,0.0009475131,0.001007411,0.00004204987,0.0003683754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9813474,"threshold_uncertainty_score":0.06986994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175782044824153,"score_gpt":0.2851883883593866,"score_spread":0.1676101838769712,"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."}}