{"id":"W4391309692","doi":"10.1055/s-0040-1712255","title":"ASSOCIATION BETWEEN HISTOLOGICAL INDICES AND ULCERATIVE COLITIS ACTIVITY MEASURES AMONG PATIENTS IN THE HICKORY (ETROLIZUMAB) OPEN-LABEL INDUCTION (OLI) COHORT","year":2020,"lang":"en","type":"article","venue":"Zeitschrift für Gastroenterologie","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada); Western University","funders":"","keywords":"Ulcerative colitis; Cohort; Medicine; Association (psychology); Open label; Internal medicine; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326074,0.0002250776,0.0004837333,0.0004091406,0.0003039846,0.0006302942,0.0003691678,0.0003236873,0.002051066],"category_scores_gemma":[0.002609882,0.0002127155,0.0005085975,0.0005281073,0.0002755598,0.0004932111,0.0005017723,0.00074529,0.0001990599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239733,"about_ca_system_score_gemma":0.0002776479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135899,"about_ca_topic_score_gemma":0.001677214,"domain_scores_codex":[0.9993501,0.0001287508,0.0000672831,0.0002153577,0.00008458763,0.000153919],"domain_scores_gemma":[0.9975945,0.0004452662,0.001143978,0.0003415586,0.000116361,0.0003582328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003286268,0.0001032674,0.992554,0.00002860747,0.0001820452,0.00005139607,0.00004845267,0.00006220448,0.0006528777,0.00004513241,0.0003039663,0.002681928],"study_design_scores_gemma":[0.0001115227,0.000535274,0.9982985,0.00001148506,0.0001534153,0.0001724173,0.00004891986,0.0001600524,0.0001277345,0.00004572208,0.000328893,0.000006064743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984479,0.00039485,0.0001076002,0.00004567627,0.00001073544,0.00001333132,0.0006841454,0.000005055311,0.0002906049],"genre_scores_gemma":[0.9986066,0.00009478277,0.00009288314,0.00004883408,0.00002576749,0.0000215514,0.0009605542,0.000005791394,0.0001433278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002051066,"threshold_uncertainty_score":0.007013023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685424324657232,"score_gpt":0.3162014295150399,"score_spread":0.2593471862684675,"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."}}