{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003357886,0.0001481404,0.0002692472,0.00006322385,0.00002711119,0.000004391793,0.0001438487,0.0002210375,0.00004839226],"category_scores_gemma":[0.0002969637,0.0001342427,0.00008678847,0.00003975247,0.0006320574,0.000003911985,0.000126038,0.0001270888,0.000008329407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406863,"about_ca_system_score_gemma":0.00003259227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001348489,"about_ca_topic_score_gemma":0.0003354872,"domain_scores_codex":[0.9982793,0.0005002971,0.0004556118,0.000399132,0.00005429753,0.0003113669],"domain_scores_gemma":[0.999395,0.00003267924,0.0001595868,0.0002490888,0.00004524357,0.0001184227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003405078,0.0001344076,0.9938986,0.00000559531,0.00004805371,0.00018146,0.00003015776,0.00001821093,0.001449173,0.00003068128,0.000514229,0.0002843909],"study_design_scores_gemma":[0.001623901,0.002192068,0.9939564,0.000008074777,0.00001381029,0.00009380555,0.00006999253,0.00001496675,0.00009987091,0.0001495222,0.001701295,0.00007626837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990029,0.0000657347,0.00007424529,0.0001188618,0.0001878211,0.0002191784,0.00002030852,0.000007682414,0.0003032473],"genre_scores_gemma":[0.9979694,0.0007638555,0.0003798987,0.0006864336,0.00004860801,0.0000311059,0.00004662905,0.000009307138,0.00006477834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00205766,"threshold_uncertainty_score":0.5474259,"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."}}