{"id":"W4400974202","doi":"10.1093/med/9780192863584.003.0021","title":"Ulcerative colitis","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ulcerative colitis; Medicine; Gastroenterology; Internal medicine; Disease","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":[0.000161043,0.0005784028,0.0004296926,0.000718168,0.0004230564,0.001593127,0.0003940576,0.0008218199,0.1330687],"category_scores_gemma":[0.0003478845,0.0001488711,0.0002916883,0.0005383432,0.0002163567,0.0007543928,0.0007172484,0.001081044,0.08773526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514798,"about_ca_system_score_gemma":0.000306258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000553665,"about_ca_topic_score_gemma":0.001721472,"domain_scores_codex":[0.9998733,0.00002285102,0.000008152819,0.00002046962,0.00005709452,0.00001814793],"domain_scores_gemma":[0.9998863,0.00002190054,0.00001161309,0.00001186078,0.00003529547,0.00003312014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007706683,0.00006620244,0.0003036711,0.0005585525,0.000009857152,0.0006050915,0.0001086628,0.0000857158,0.001749597,0.01244636,0.4588775,0.5251119],"study_design_scores_gemma":[0.000006943555,0.00001952813,0.0002366288,0.0001650698,0.000002873787,0.0009152862,0.00002086891,0.0000194484,0.0001797115,0.001158268,0.9972728,0.000002601654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002182126,0.08609649,0.002075435,0.005519008,0.004578432,0.00008547207,0.0007793822,0.000599296,0.8980843],"genre_scores_gemma":[0.008333006,0.0330802,0.002419604,0.003586434,0.001074116,0.0000472225,0.0007280001,0.00009823259,0.9506333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1330687,"threshold_uncertainty_score":0.4451593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007919528965843617,"score_gpt":0.2292456121050123,"score_spread":0.2213260831391687,"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."}}