{"id":"W2898372257","doi":"10.1136/gutjnl-2018-317547","title":"Definitions of response and remission for the Robarts Histopathology Index","year":2018,"lang":"en","type":"letter","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Genentech; Biogen; Takeda Oncology; Pfizer; Eli Lilly and Company","keywords":"Lamina propria; Plasmacytosis; Histopathology; Pathology; Medicine; Histology; Basal (medicine); Ulcerative colitis; Gastroenterology; Internal medicine; Epithelium; Disease","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":[0.006070887,0.0003817629,0.001098171,0.001050082,0.0006226309,0.00124642,0.001039673,0.003216686,0.005528114],"category_scores_gemma":[0.02373407,0.0001325107,0.000514671,0.0007662117,0.001016595,0.00122752,0.001019232,0.005885815,0.005454886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711591,"about_ca_system_score_gemma":0.0006904517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011435,"about_ca_topic_score_gemma":0.0007949118,"domain_scores_codex":[0.9940252,0.002883907,0.0008640898,0.0004264093,0.001317357,0.0004831316],"domain_scores_gemma":[0.990364,0.004940317,0.001443207,0.0006475125,0.001887086,0.0007178901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00276957,0.000285467,0.07518877,0.0008140733,0.0001268693,0.008783573,0.0008917535,0.000711481,0.002778122,0.0545895,0.63517,0.2178909],"study_design_scores_gemma":[0.0006950595,0.001218715,0.0810737,0.002218251,0.0001052291,0.04952256,0.001085712,0.005726214,0.002582942,0.05903843,0.796442,0.0002913163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0667985,0.06507232,0.03951835,0.6137688,0.03023769,0.001806079,0.00380337,0.0006705067,0.1783245],"genre_scores_gemma":[0.587186,0.01719585,0.03808916,0.2539016,0.05536757,0.004033761,0.005328229,0.0004649142,0.03843299],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006070887,"threshold_uncertainty_score":0.03210628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118199675312421,"score_gpt":0.2489072903319092,"score_spread":0.227725293578785,"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."}}