{"id":"W2978949855","doi":"10.14309/00000434-201610001-00719","title":"Can Fecal Calprotectin Predict Initiation or Intensification of IBD Therapy: A Cohort Analysis","year":2016,"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":"Western University","funders":"","keywords":"Medicine; Calprotectin; Internal medicine; Inflammatory bowel disease; Ulcerative colitis; Faecal calprotectin; Gastroenterology; Cohort; Disease; Feces; Crohn's 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002044526,0.0004274189,0.0006592545,0.0008086093,0.0005332367,0.0009561221,0.0005066009,0.0005479588,0.001545382],"category_scores_gemma":[0.003927738,0.000392937,0.001215345,0.0008471003,0.0003160736,0.000704164,0.000615349,0.0007292211,0.0002614659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495045,"about_ca_system_score_gemma":0.0004123651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212039,"about_ca_topic_score_gemma":0.002334787,"domain_scores_codex":[0.9989176,0.0003261391,0.00009039626,0.0003142647,0.0001814334,0.0001701259],"domain_scores_gemma":[0.9972066,0.0008468514,0.0009420032,0.000422869,0.0001647953,0.0004168756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005254474,0.00002619751,0.9983674,0.000003077238,0.000128557,0.0000427919,0.00002480354,0.00004456594,0.0001260491,0.000005395747,0.0000326552,0.0006732635],"study_design_scores_gemma":[0.00004083822,0.0006075588,0.9973362,0.000006686783,0.0001986874,0.0003271124,0.0001271912,0.001029192,0.0001011936,0.00002541755,0.0001909969,0.000008876917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994111,0.000104834,0.000151106,0.00001799654,0.000005813908,0.00001071375,0.0001758734,0.000002425887,0.0001200985],"genre_scores_gemma":[0.9993966,0.00004739218,0.0001133069,0.00001077569,0.000009190164,0.00001085188,0.0003412099,0.000002741067,0.00006799567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00212039,"threshold_uncertainty_score":0.01081264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008917469468009618,"score_gpt":0.2414986808730012,"score_spread":0.2325812114049916,"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."}}