{"id":"W3000726478","doi":"10.1093/ecco-jcc/jjz203.855","title":"P727 Small bowel capsule endoscopy impact on therapeutic decisions in established Crohn’s disease: Analysis of a real-world data","year":2020,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Capsule endoscopy; Internal medicine; Crohn's disease; Inflammatory bowel disease; Disease; Enema; Univariate analysis; Gastroenterology; Endoscopy; Retrospective cohort study; Multivariate analysis; Surgery","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":[0.003415332,0.0003711508,0.0007730198,0.002131552,0.0002668033,0.001199086,0.0004687521,0.0005080359,0.002215744],"category_scores_gemma":[0.01243615,0.0002353628,0.001220867,0.002794032,0.0004586424,0.0008770708,0.0009159248,0.0004712312,0.0003016856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720153,"about_ca_system_score_gemma":0.0005259945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188515,"about_ca_topic_score_gemma":0.001129819,"domain_scores_codex":[0.9966279,0.001416918,0.0006142291,0.0005564315,0.0005439475,0.0002406544],"domain_scores_gemma":[0.9746422,0.01302661,0.008956511,0.001255108,0.001176234,0.000943404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006571688,0.00006089316,0.9968587,0.00008639202,0.0002891604,0.0001508532,0.00004468417,0.0001119233,0.00006386316,0.00001201823,0.0001056461,0.001558713],"study_design_scores_gemma":[0.00003829547,0.0005403971,0.997038,0.00003175736,0.0001748381,0.0006056456,0.0001992799,0.000908763,0.00007982078,0.0000227766,0.0003511942,0.000009157255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979755,0.0003795711,0.0001261723,0.00001954812,0.000004641164,0.00003360792,0.001253435,0.000002971821,0.0002046764],"genre_scores_gemma":[0.9976994,0.0001400951,0.0001936026,0.00001027302,0.0000138035,0.00003632711,0.001860573,0.000002290568,0.00004365889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003415332,"threshold_uncertainty_score":0.01806223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06337492562947113,"score_gpt":0.3452085857853195,"score_spread":0.2818336601558484,"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."}}