{"id":"W2991207961","doi":"10.1093/ecco-jcc/jjz131","title":"Outcomes and Strategies to Support a Treat-to-target Approach in Inflammatory Bowel Disease: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"AbbVie","keywords":"Medicine; Inflammatory bowel disease; Intensive care medicine; Crohn's disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01568459,0.002043444,0.0091443,0.01193172,0.0007526571,0.003698494,0.002445804,0.002296278,0.005412331],"category_scores_gemma":[0.0775695,0.001088768,0.01017661,0.0110139,0.00100354,0.003792156,0.002032163,0.002154946,0.0003950943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426233,"about_ca_system_score_gemma":0.01915449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009129738,"about_ca_topic_score_gemma":0.02648964,"domain_scores_codex":[0.9863377,0.00642357,0.004209517,0.0007288937,0.001914895,0.0003853478],"domain_scores_gemma":[0.9518317,0.03417838,0.009419148,0.0005416149,0.003429261,0.000600005],"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":[0.0001637589,0.00001945702,0.0007808496,0.9441851,0.008622265,0.00006223421,0.0001772178,0.0001596263,0.00005020649,0.0003889309,0.001732053,0.04365836],"study_design_scores_gemma":[0.0003904486,0.0001331092,0.0028929,0.9174836,0.06223369,0.000175871,0.0002734412,0.0001396215,0.00008981456,0.0005611577,0.01558538,0.00004090272],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005979153,0.9973199,0.0002531736,0.0006716258,0.0001315345,0.0003811209,0.0002933573,0.00001331431,0.0003381244],"genre_scores_gemma":[0.01545782,0.981089,0.001361826,0.0007737149,0.00009536184,0.0008606499,0.0002626637,0.000006796668,0.00009212064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01568459,"threshold_uncertainty_score":0.08294904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669871556521128,"score_gpt":0.2961890206098854,"score_spread":0.2794903050446741,"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."}}