{"id":"W4389740581","doi":"10.14309/01.ajg.0000995820.40926.cb","title":"S21 APEX Score Prospective Validation: An Excellent Predictor of Flares in Small Bowel Crohn’s Disease After Mucosal Healing","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Apex (geometry); Crohn's disease; Disease; Internal medicine; Prospective cohort study; Gastroenterology; Anatomy","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":[0.003837457,0.0007087246,0.0006519318,0.001202417,0.0003014846,0.001016824,0.0003812845,0.0005979289,0.001916599],"category_scores_gemma":[0.006500459,0.000240796,0.0007539084,0.0006946384,0.000389443,0.000560058,0.0009534264,0.0005402862,0.001073634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563206,"about_ca_system_score_gemma":0.0003472632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004125109,"about_ca_topic_score_gemma":0.0005807428,"domain_scores_codex":[0.9984266,0.0005294803,0.0002134181,0.0001967876,0.0004520492,0.0001818081],"domain_scores_gemma":[0.9941496,0.001623647,0.001925231,0.0004463749,0.00123018,0.0006250335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004330266,0.00003285243,0.9959585,0.00001396104,0.00004812512,0.00004856219,0.00002064352,0.0001339319,0.0003359805,0.00001063464,0.0001161187,0.002847701],"study_design_scores_gemma":[0.00004314582,0.0008122217,0.9957588,0.00002002059,0.00007182688,0.0005344013,0.0000453606,0.001533672,0.0004869867,0.0000408876,0.0006438402,0.000008858221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966008,0.0004426285,0.000769516,0.00004168192,0.00003239412,0.00006056119,0.000710296,0.00002053548,0.001321632],"genre_scores_gemma":[0.9969013,0.0001287802,0.0007758929,0.00002846885,0.00004697186,0.00004145236,0.001782085,0.00001032309,0.0002846955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003837457,"threshold_uncertainty_score":0.02029461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009350899411883929,"score_gpt":0.2419116761042505,"score_spread":0.2325607766923665,"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."}}