{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00425593,0.0009866623,0.0009218775,0.0008519779,0.0003721286,0.0008796243,0.0005837457,0.001160408,0.0004676458],"category_scores_gemma":[0.01004834,0.0005869326,0.0008333042,0.0007095916,0.0006243796,0.0006832074,0.0007503768,0.0007416589,0.0001981237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564695,"about_ca_system_score_gemma":0.0003752846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012115,"about_ca_topic_score_gemma":0.001184647,"domain_scores_codex":[0.9976935,0.001258496,0.0001841413,0.0003659245,0.0003270471,0.0001709521],"domain_scores_gemma":[0.9938996,0.001973925,0.002273418,0.0004722755,0.0004042554,0.0009765109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009710417,0.0003457739,0.9856377,0.00004078178,0.0003654144,0.00008041103,0.0001235783,0.0002467804,0.0005566447,0.000009249477,0.00005059455,0.002832537],"study_design_scores_gemma":[0.000829527,0.009492192,0.9878448,0.00001778023,0.0002057532,0.0003871367,0.0001432926,0.0006726417,0.0002771742,0.00001579221,0.00009957756,0.00001425834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996729,0.0001797864,0.00004366393,0.000009699806,0.000003139455,0.00001491005,0.00004180626,0.000001723255,0.00003243909],"genre_scores_gemma":[0.9995176,0.00007917004,0.0001716673,0.00001455956,0.00001015749,0.00002129563,0.0001491676,0.000001299326,0.00003513776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00425593,"threshold_uncertainty_score":0.02250779,"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."}}