{"id":"W4318186648","doi":"10.1093/ibd/izac247.036","title":"ENDOSCOPIC SCORE INTER-READER CONCORDANCE ANALYSIS FROM A PHASE 2B STUDY IN PATIENTS WITH MILD-TO-MODERATE UC","year":2023,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concordance; Medicine; Ulcerative colitis; Placebo; Internal medicine; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02118786,0.0008136491,0.001569792,0.0008981387,0.0006832634,0.0008304929,0.0005636783,0.001076399,0.001396631],"category_scores_gemma":[0.02256287,0.0006935617,0.001373213,0.0007302277,0.0006903372,0.00058438,0.0008137865,0.000717502,0.0003160112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004605317,"about_ca_system_score_gemma":0.0004968155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005015511,"about_ca_topic_score_gemma":0.000879106,"domain_scores_codex":[0.9819695,0.0116103,0.001756659,0.002095152,0.002257067,0.0003112845],"domain_scores_gemma":[0.9718754,0.01337207,0.006689399,0.003589961,0.003408573,0.001064564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.265013,0.005276149,0.6651372,0.001429371,0.008008587,0.0002159025,0.001174932,0.001241604,0.01477366,0.0001970775,0.001732762,0.03579987],"study_design_scores_gemma":[0.01480103,0.06431811,0.9087743,0.00005675574,0.003226113,0.0004875208,0.0001445779,0.002881165,0.003355545,0.0001620255,0.001697118,0.00009570962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945417,0.001893902,0.001383099,0.00005183084,0.00004317733,0.0008000188,0.0005360866,0.0000311737,0.0007191033],"genre_scores_gemma":[0.9980028,0.00009089335,0.0009090371,0.00006121076,0.00004435584,0.0003212072,0.0004198419,0.000008150865,0.0001423916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02118786,"threshold_uncertainty_score":0.1120535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157171220874617,"score_gpt":0.2653107820873982,"score_spread":0.253739069878652,"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."}}