{"id":"W4310923624","doi":"10.1016/j.iotech.2022.100230","title":"241P Treatment and outcomes of patients with gastrointestinal toxicity following immunotherapy: A large multi-center retrospective study in the United Kingdom by the National Oncology Trainees Collaborative for Healthcare Research (NOTCH)","year":2022,"lang":"en","type":"article","venue":"Immuno-Oncology Technology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Center (category theory); Retrospective cohort study; Health care; Immunotherapy; Toxicity; Internal medicine; Family medicine; Oncology; Cancer; Political science","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":[0.002304701,0.0002552818,0.0007110309,0.0006750862,0.000734471,0.00001246939,0.0003866329,0.0001537109,0.00002332439],"category_scores_gemma":[0.0002929004,0.0001491169,0.0001078681,0.001663275,0.0007052731,0.00004545688,0.0001431638,0.0007383948,2.365282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250837,"about_ca_system_score_gemma":0.0007807809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007352727,"about_ca_topic_score_gemma":0.001886232,"domain_scores_codex":[0.9969029,0.001113203,0.0005441201,0.0004439576,0.0004512289,0.0005445197],"domain_scores_gemma":[0.9978352,0.0009162865,0.0003020538,0.0003361015,0.0005841107,0.00002626757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01370574,0.0125854,0.9519628,0.00001181336,0.001038248,0.00003175252,0.01209001,0.000002142857,0.004977296,0.0003883158,0.0003365237,0.002869999],"study_design_scores_gemma":[0.08393738,0.08567607,0.712142,0.00004722605,0.0001112209,0.0001876572,0.08705856,0.00006083765,0.0003220891,0.0002416424,0.02997163,0.0002436825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774579,0.0005127418,0.00005013264,0.01653739,0.0001005449,0.004785206,0.0004837496,0.00004057743,0.00003169038],"genre_scores_gemma":[0.9956472,0.00003170942,0.000522679,0.0009588327,0.00001251407,0.002616145,0.0001393386,0.00002962208,0.00004195067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398207,"threshold_uncertainty_score":0.6559302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05952476980682447,"score_gpt":0.4100764466070851,"score_spread":0.3505516768002606,"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."}}