{"id":"W2146687191","doi":"10.1136/gut.2010.211755","title":"Faecal calprotectin, lactoferrin, M2-pyruvate kinase and S100A12 in severe ulcerative colitis: a prospective multicentre comparison of predicting outcomes and monitoring response","year":2010,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Hospital for Sick Children; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Receiver operating characteristic; Calprotectin; Prospective cohort study; Ulcerative colitis; Area under the curve; Cohort; Lactoferrin; Faecal calprotectin; Erythrocyte sedimentation rate; Inflammatory bowel disease; Disease; Biology","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":[0.0002710752,0.0001685505,0.0002099854,0.00005211855,0.00008593574,0.00002495675,0.0000732922,0.0001569142,0.000004055111],"category_scores_gemma":[0.0006612898,0.0001645879,0.00003413191,0.00004826616,0.0001315374,0.00001170334,0.0001368096,0.0002570134,0.000001218002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002179175,"about_ca_system_score_gemma":0.00007045757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008327973,"about_ca_topic_score_gemma":0.0008144685,"domain_scores_codex":[0.9989184,0.0001498959,0.0002596694,0.0003295888,0.0001125282,0.0002299351],"domain_scores_gemma":[0.9994085,0.0000580056,0.0001140821,0.0001998125,0.0001031324,0.0001164445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002396249,0.00006252074,0.7940532,0.000044801,0.0000292883,0.0000341481,0.00132119,0.00001341317,0.2016964,0.000017059,0.000008226893,0.0003235072],"study_design_scores_gemma":[0.001699472,0.0001022375,0.9268904,0.00004133578,0.00001586785,0.00000562838,0.001373238,0.0002791349,0.06936529,0.00001968651,0.00004902708,0.0001586841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990335,0.00008539284,0.00001183411,0.00003694061,0.000117257,0.0005601149,0.00004905152,0.00001494845,0.00009099084],"genre_scores_gemma":[0.9993861,0.000006818013,0.0003583911,0.00001170091,0.00007052542,0.00005682727,0.000005305722,0.00001726765,0.0000870652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328372,"threshold_uncertainty_score":0.6711699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008822180619464565,"score_gpt":0.2812687931703041,"score_spread":0.2724466125508395,"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."}}