{"id":"W4377966600","doi":"10.1097/mcg.0000000000001865","title":"Postoperative Crohn’s Disease","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Infliximab; Crohn's disease; Calprotectin; Perioperative; Capsule endoscopy; Surgery; Disease; Colonoscopy; Fecal occult blood; Gastroenterology; Internal medicine; Inflammatory bowel disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026238,0.0001208415,0.0002853097,0.00007934655,0.00003869346,0.00001274505,0.0002769117,0.0001065744,0.00005513096],"category_scores_gemma":[0.001227244,0.00009993252,0.0004063257,0.00004856956,0.000179423,0.000006648635,0.000131845,0.0002381254,0.00007930439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006495164,"about_ca_system_score_gemma":0.0001641727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.720877e-7,"about_ca_topic_score_gemma":0.000008017011,"domain_scores_codex":[0.998035,0.000428284,0.0009003844,0.0001955493,0.0001622031,0.0002786378],"domain_scores_gemma":[0.9986448,0.00004446084,0.0004076124,0.0002412531,0.0002514797,0.0004104158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01072872,0.0002008949,0.9404603,0.00001061878,0.0001950246,0.003948987,0.00001775581,0.0003329377,0.001760042,0.0000408638,0.04128623,0.00101761],"study_design_scores_gemma":[0.001770398,0.0009623559,0.9860396,0.00001090232,0.00004207732,0.00005377202,0.00002290898,0.00006135836,0.00003353683,0.0001001563,0.01084524,0.00005773105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969735,0.00002996229,0.0003083266,0.001538542,0.0009479716,0.00007861046,0.0000175664,0.000009014431,0.00009657235],"genre_scores_gemma":[0.9949152,0.0001388265,0.000250795,0.003274493,0.0009725444,0.000003723674,0.00001977434,0.00001804451,0.0004065736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04557925,"threshold_uncertainty_score":0.407513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711603605468476,"score_gpt":0.350353241832196,"score_spread":0.3232372057775112,"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."}}