{"id":"W2288743842","doi":"10.1155/2014/737349","title":"Physician Global Assessments or Blood tests do not Predict Mucosal Disease Activity in Ulcerative Colitis","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Ulcerative colitis; Colonoscopy; Internal medicine; Gastroenterology; Gold standard (test); Endoscopy; Ferritin; Retrospective cohort study; C-reactive protein; Disease; Surgery; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001460967,0.0002796425,0.0003365453,0.0007394257,0.0001916103,0.0005243164,0.0002176625,0.0004029932,0.001107589],"category_scores_gemma":[0.008343969,0.0001268454,0.0002571361,0.0007167087,0.0003544073,0.0005136479,0.0003963817,0.0005044497,0.000232316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854205,"about_ca_system_score_gemma":0.0002251581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137394,"about_ca_topic_score_gemma":0.001863743,"domain_scores_codex":[0.999151,0.0003208872,0.0001096279,0.00009043566,0.0002548889,0.00007321316],"domain_scores_gemma":[0.9929348,0.002066941,0.003613143,0.0001521467,0.0005775974,0.0006553762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009361821,0.00001096296,0.9981178,0.00001790713,0.00001784914,0.00003999564,0.00002441478,0.00002158651,0.00006395565,0.000005229727,0.00005249888,0.001534255],"study_design_scores_gemma":[0.000007863783,0.0002084988,0.9989543,0.00001718026,0.00002296994,0.0003601177,0.00006664071,0.0001474588,0.00004230277,0.00001807268,0.0001528476,0.00000169254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967883,0.001650147,0.0001711561,0.0001341614,0.00001843939,0.00001475109,0.0001827224,0.000005429952,0.001034929],"genre_scores_gemma":[0.9994294,0.0001808759,0.0001350786,0.00002982901,0.00001419667,0.000004247965,0.0001421268,0.000001296515,0.00006291862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001460967,"threshold_uncertainty_score":0.007726431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007504187627910702,"score_gpt":0.2512093591998864,"score_spread":0.2437051715719757,"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."}}