{"id":"W1965685585","doi":"10.1053/gast.2001.20912","title":"Clinical, biological, and histologic parameters as predictors of relapse in ulcerative colitis","year":2001,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":487,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Internal medicine; Plasmacytosis; Ulcerative colitis; Gastroenterology; Hazard ratio; Proportional hazards model; Biopsy; Erythrocyte sedimentation rate; Survival analysis; Multivariate analysis; Inflammatory bowel disease; Confidence interval; Disease; Bone marrow","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":[0.001012324,0.0003688652,0.0006472656,0.0009433563,0.0003573285,0.0006400369,0.0002893683,0.0006684456,0.0005671919],"category_scores_gemma":[0.004482125,0.000158828,0.0003402431,0.0008953908,0.0004111539,0.0004233061,0.0002496273,0.0007330403,0.0001935157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030679,"about_ca_system_score_gemma":0.000257068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006307957,"about_ca_topic_score_gemma":0.0008679165,"domain_scores_codex":[0.9995155,0.0002230779,0.00005371922,0.00003316901,0.0001068777,0.00006757167],"domain_scores_gemma":[0.9966075,0.001317368,0.000804636,0.0001308245,0.0003368401,0.0008028171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001010224,0.00009230091,0.9954502,0.00001061378,0.00003625855,0.0001265804,0.00002569861,0.00007409121,0.0004566258,0.000008519763,0.00005608251,0.002652631],"study_design_scores_gemma":[0.00001622304,0.0003715394,0.9982835,0.000005480681,0.00004856339,0.0004750518,0.00009496877,0.0003864033,0.0001591704,0.00004419441,0.0001102385,0.000004666166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980775,0.001284038,0.00006329196,0.00008000946,0.00001428134,0.000005261823,0.00005733231,0.000005565363,0.0004126056],"genre_scores_gemma":[0.9995227,0.0001931461,0.00006658109,0.00002448426,0.0000265398,0.000004190865,0.00008422781,0.00000194361,0.0000760871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001012324,"threshold_uncertainty_score":0.005353749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669277754871711,"score_gpt":0.272316114048072,"score_spread":0.2556233364993549,"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."}}