{"id":"W2737954240","doi":"10.1136/gutjnl-2017-314472.243","title":"AODWE-008 Multicentre ecco collaborative group study to evaluate the need for re-intervention following multimodal treatment in crohn`s disease with perianal fistula","year":2017,"lang":"en","type":"article","venue":"","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fistula; Surgery; Univariate analysis; Retrospective cohort study; Proctitis; Crohn's disease; Multimodal therapy; Anal fistula; Disease; Internal medicine; Multivariate analysis","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":[0.002751115,0.0004190537,0.0006651496,0.0007861943,0.0007199703,0.001278776,0.000682461,0.001144092,0.001999291],"category_scores_gemma":[0.004637286,0.000442671,0.0007758163,0.001161881,0.0003051656,0.0008678074,0.001212221,0.0006719848,0.0003587554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629159,"about_ca_system_score_gemma":0.0005978172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603575,"about_ca_topic_score_gemma":0.006254209,"domain_scores_codex":[0.9986507,0.0005650687,0.0001776119,0.0002607493,0.00015201,0.0001938412],"domain_scores_gemma":[0.996293,0.0006165588,0.001775016,0.0004029172,0.0003507794,0.0005617865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006283096,0.0001328595,0.9973786,0.00005111162,0.0001275855,0.00008163828,0.0001656403,0.00002108998,0.0001066049,0.00002536659,0.0002156712,0.001065555],"study_design_scores_gemma":[0.0001604935,0.0003512782,0.9978411,0.00005155545,0.0001118076,0.0002604185,0.000431109,0.0001020412,0.00004461646,0.00002539303,0.0006115644,0.000008711805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966705,0.000431399,0.0001595292,0.00007583266,0.00002007083,0.0001648458,0.001721434,0.000003538922,0.0007528756],"genre_scores_gemma":[0.996201,0.0002063595,0.0004965177,0.0001350061,0.00003367997,0.000304697,0.002122023,0.000007049662,0.0004935758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004603575,"threshold_uncertainty_score":0.01454943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581088255348921,"score_gpt":0.3632364273329701,"score_spread":0.3374255447794809,"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."}}