{"id":"W4407285667","doi":"10.1093/jcag/gwae059.226","title":"A226 THE EFFICACY OF MEDICAL THERAPY TO PREVENT SURGERY AND IMPROVE OUTCOMES AMONG PATIENTS WITH STRICTURING CROHN’S DISEASE: A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Crohn's disease; Medicine; Disease; Medical therapy; Surgery; Physical therapy; General surgery; 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":[0.00793692,0.001463622,0.01059565,0.009434775,0.0006078977,0.002513336,0.001815203,0.002102878,0.00619324],"category_scores_gemma":[0.03114282,0.0009314744,0.01064748,0.009274439,0.0008996358,0.002171835,0.001386156,0.001083367,0.0003878721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003202548,"about_ca_system_score_gemma":0.007167568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007195372,"about_ca_topic_score_gemma":0.01794461,"domain_scores_codex":[0.9928138,0.002395782,0.002938633,0.0005657893,0.001083282,0.0002027808],"domain_scores_gemma":[0.9782987,0.01549237,0.004153837,0.0002621825,0.001560122,0.0002327501],"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":[0.0003010887,0.00001383841,0.0006293399,0.966116,0.0223533,0.00006193562,0.00006834374,0.00007526887,0.0001030572,0.00009467141,0.0005243119,0.0096588],"study_design_scores_gemma":[0.0009174983,0.0003458848,0.005501552,0.686423,0.2967173,0.000294981,0.0001629266,0.0001637433,0.000200245,0.0003144649,0.008915911,0.00004248502],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002201313,0.9954716,0.0002224921,0.0002325226,0.0001184598,0.0006109303,0.0007941659,0.00001447762,0.0003341777],"genre_scores_gemma":[0.03615564,0.9599685,0.0009258036,0.0008203883,0.0001298513,0.001331269,0.0004486463,0.000008630293,0.0002113797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01059565,"threshold_uncertainty_score":0.04197496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005877702534542189,"score_gpt":0.2446271780991192,"score_spread":0.238749475564577,"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."}}