{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008009688,0.0002801099,0.0006643547,0.0001025182,0.0001769045,0.0001253951,0.0003663522,0.000284454,0.00005281508],"category_scores_gemma":[0.001327228,0.000215684,0.0000520506,0.0002238484,0.0002006191,0.0003908301,0.0003263901,0.000887732,0.00001110087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780555,"about_ca_system_score_gemma":0.00008155059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009826958,"about_ca_topic_score_gemma":0.00124906,"domain_scores_codex":[0.9970028,0.0008146029,0.0004362011,0.0006133915,0.0005574514,0.0005755689],"domain_scores_gemma":[0.9987954,0.0002342982,0.0003657184,0.0002499694,0.0001512526,0.0002033208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009628144,0.0003006718,0.9912199,0.00003381896,0.0001696663,0.00002576978,0.0007863533,5.555369e-7,0.000215761,0.00002146932,0.002374512,0.003888758],"study_design_scores_gemma":[0.005465771,0.002262747,0.9899763,0.00005087488,0.0001923001,0.000008014465,0.0001472388,0.00002353612,0.0001907266,0.000017442,0.001550238,0.0001147476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895772,0.00003464112,0.0001174303,0.007199631,0.0001393419,0.001706353,0.0001004539,0.00006542329,0.001059579],"genre_scores_gemma":[0.9969257,0.00007802247,0.000173789,0.002302385,0.0001961572,0.0001595049,0.00009345997,0.00001918328,0.00005183016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007348522,"threshold_uncertainty_score":0.8795339,"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."}}