{"id":"W2344499284","doi":"10.1053/j.gastro.2016.04.033","title":"Is an Ounce of Prevention Worth a Pound of Cure: Postoperative Recurrence of Crohn’s Disease?","year":2016,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Crohn's disease; Disease; Infliximab; Gastroenterology; Internal medicine; Ileum; Surgery; General surgery","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":[0.002064203,0.0005594085,0.001424108,0.00046781,0.001643129,0.001754731,0.0008330683,0.02349402,0.002478178],"category_scores_gemma":[0.01990636,0.0004370779,0.0009371128,0.0004076559,0.002427849,0.003321822,0.0007983784,0.02132134,0.001706401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893878,"about_ca_system_score_gemma":0.001285836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427174,"about_ca_topic_score_gemma":0.003144235,"domain_scores_codex":[0.9983593,0.000667834,0.0002607361,0.0001582022,0.0003242405,0.0002297539],"domain_scores_gemma":[0.9950588,0.002800876,0.0005946707,0.0001861461,0.000469637,0.0008899522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006463535,0.0002133677,0.01550941,0.0003703288,0.0001504924,0.06511138,0.0004518704,0.0003120078,0.001007611,0.009477281,0.8275409,0.07920891],"study_design_scores_gemma":[0.000775349,0.0008254574,0.01420298,0.001876251,0.0002904131,0.167646,0.002672242,0.002057722,0.0008444007,0.04684836,0.7617094,0.0002514299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002610388,0.006652073,0.0001547185,0.9734508,0.01540939,0.00000447229,0.00001851383,0.00001221341,0.001687484],"genre_scores_gemma":[0.04455693,0.01040684,0.0005158776,0.7533517,0.185968,0.0000237065,0.00004277614,0.00002390253,0.005110212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02349402,"threshold_uncertainty_score":0.01374114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444676942267494,"score_gpt":0.2614194145689175,"score_spread":0.2469726451462426,"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."}}