{"id":"W2148493216","doi":"10.14740/gr594e","title":"Infectious Colitis Associated With Ipilimumab Therapy","year":2014,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ipilimumab; Medicine; Colitis; Internal medicine; Diarrhea; Immunology; Adverse effect; Abdominal pain; Oncology; Gastroenterology; Cancer; Immunotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00135394,0.0001212285,0.0002692629,0.000227373,0.000162855,0.00002273192,0.0001187678,0.0001092446,0.0003425457],"category_scores_gemma":[0.0001334224,0.00008936202,0.00007022855,0.0002791493,0.0005134281,0.00003956169,0.00003544053,0.0004807488,0.00003635059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561758,"about_ca_system_score_gemma":0.000089089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374572,"about_ca_topic_score_gemma":0.0004963959,"domain_scores_codex":[0.9978809,0.0005655356,0.0001694822,0.0002855702,0.0004054373,0.0006930946],"domain_scores_gemma":[0.9990492,0.0001716001,0.00004426396,0.0003184971,0.0002880271,0.0001284334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02338471,0.0004406141,0.9527887,0.0000133794,0.0004632064,0.0000399417,0.0001652462,0.000001271112,0.005675879,0.00004475326,0.004763093,0.01221918],"study_design_scores_gemma":[0.01168148,0.009477638,0.9716294,0.00005946756,0.00001135248,0.0002078759,0.00004277311,0.00005848327,0.0003836194,0.00007230076,0.006320883,0.00005466225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935809,0.00007579326,0.0001219479,0.002008793,0.00008506756,0.0004030966,0.000004677967,0.00007799091,0.003641699],"genre_scores_gemma":[0.997117,0.0001463039,0.00003229008,0.001582768,0.00009382916,0.00008569122,0.00002520939,0.00002610884,0.0008908079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884073,"threshold_uncertainty_score":0.3750635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055220047329754,"score_gpt":0.337131993018761,"score_spread":0.2965797925454635,"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."}}