{"id":"W2106019855","doi":"10.1002/ibd.21634","title":"Decision tree for early introduction of rescue therapy in active ulcerative colitis treated with steroids","year":2011,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Abbott Laboratories","keywords":"Medicine; Ulcerative colitis; Logistic regression; Internal medicine; Colectomy; Infliximab; Prednisone; Univariate analysis; Rescue therapy; Gastroenterology; Surgery; Multivariate analysis; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004469295,0.001104656,0.001781174,0.002315978,0.0005350003,0.001446026,0.0009970668,0.001111603,0.005159733],"category_scores_gemma":[0.01268782,0.0004845903,0.001216003,0.0008619814,0.0003385929,0.0008974523,0.0007089917,0.001420119,0.0008016336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026356,"about_ca_system_score_gemma":0.002318637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502628,"about_ca_topic_score_gemma":0.002646143,"domain_scores_codex":[0.9978783,0.001351738,0.00015554,0.0001833829,0.0002225277,0.0002083652],"domain_scores_gemma":[0.9835286,0.01418628,0.0007409658,0.0001376896,0.0007496714,0.0006567201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005614309,0.001018599,0.03532862,0.001127851,0.0006502999,0.001650414,0.0003477548,0.671321,0.001344232,0.005538469,0.01540327,0.2606552],"study_design_scores_gemma":[0.000164209,0.0003338892,0.001505433,0.0001111681,0.0001171761,0.0002728924,0.00004835441,0.9905894,0.0003468957,0.005326305,0.001162026,0.00002224386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3219628,0.004918464,0.6517446,0.005633116,0.0007291362,0.001651817,0.003554441,0.003135164,0.006670418],"genre_scores_gemma":[0.840915,0.00108254,0.1523945,0.0004814085,0.0002481607,0.0006526185,0.002914363,0.00009066463,0.001220691],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005159733,"threshold_uncertainty_score":0.02363616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071539130101525,"score_gpt":0.233314090559386,"score_spread":0.2225986992583708,"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."}}