{"id":"W1967002247","doi":"10.1002/ibd.21088","title":"Assessing disease activity in ulcerative colitis","year":2009,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Mount Sinai Hospital; Children's Hospital of Eastern Ontario; Izaak Walton Killam Health Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Cohort; Disease; Ulcerative colitis; Rating scale; Internal medicine; Prospective cohort study; Visual analogue scale; Cohort study; Severity of illness; Physical therapy; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002060858,0.0004077312,0.0002351059,0.000156904,0.0001900867,0.0002038367,0.0003290015,0.0001494614,0.00008213126],"category_scores_gemma":[0.0003132911,0.0004467575,0.0002320495,0.0001323803,0.0001782384,0.00009875292,0.0001036176,0.0001707972,0.00005589663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060014,"about_ca_system_score_gemma":0.0006208077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005180177,"about_ca_topic_score_gemma":0.00009430239,"domain_scores_codex":[0.9975793,0.0003546831,0.0003864418,0.0007208054,0.0003497463,0.0006090738],"domain_scores_gemma":[0.9983023,0.00002735124,0.0001617361,0.0007212374,0.0001224701,0.0006648713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009474631,0.001477172,0.9315707,0.0002910163,0.0001201147,0.006956336,0.0001825354,0.001902024,0.02670155,0.002176363,0.004404781,0.01474276],"study_design_scores_gemma":[0.001245799,0.00006144278,0.9949218,0.00008179487,0.00004212025,0.000003705193,0.00006718379,0.0002952316,0.0008784046,0.0007989922,0.001059708,0.0005438327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967533,0.0002264266,0.000124482,0.0001880404,0.000174488,0.000549979,0.000128909,0.00009750365,0.001756871],"genre_scores_gemma":[0.9982248,0.00005065341,0.0000591899,0.0007321935,0.0004082175,0.0001048186,0.0001415311,0.00004270199,0.0002359001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06335107,"threshold_uncertainty_score":0.9997984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024384863761827,"score_gpt":0.2687742121230844,"score_spread":0.2585303634854661,"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."}}