{"id":"W4224881443","doi":"10.14740/gr1491","title":"Gastrointestinal Toxicities of Immune Checkpoint Inhibitors Are Associated With Enhanced Tumor Responsiveness and Improved Survival","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cleveland Clinic","keywords":"Medicine; Internal medicine; Adverse effect; Gastroenterology; Cancer; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008298458,0.0001684054,0.0003562618,0.0003471169,0.00009874822,0.0002979036,0.0001151713,0.0001563074,0.001670082],"category_scores_gemma":[0.003300627,0.00007170522,0.0004167022,0.0003778576,0.0001748473,0.0001970067,0.0003051967,0.0004389909,0.0001826226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136599,"about_ca_system_score_gemma":0.0001560593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001913877,"about_ca_topic_score_gemma":0.0003166303,"domain_scores_codex":[0.9995028,0.0001780554,0.00006152919,0.00005030288,0.0001409408,0.00006645397],"domain_scores_gemma":[0.9966983,0.0008681612,0.001996528,0.00009207996,0.0001770902,0.0001678077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001443108,0.0001273089,0.9506726,0.0002026529,0.0003629974,0.0005560957,0.0000541806,0.0008135159,0.004504021,0.00008987336,0.0006910566,0.04048251],"study_design_scores_gemma":[0.00005386537,0.0006431647,0.994827,0.00003844114,0.0001412111,0.001976902,0.00003345097,0.0003679876,0.0007469007,0.00007732719,0.00108922,0.000004432215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922848,0.003973676,0.0006257965,0.000158312,0.00001541312,0.00003587506,0.0002785642,0.00002917022,0.002598497],"genre_scores_gemma":[0.9985352,0.000766367,0.0001846952,0.00007305549,0.00003047504,0.00001183274,0.0002159711,0.000003812631,0.0001786895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001670082,"threshold_uncertainty_score":0.005587041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297534189539599,"score_gpt":0.3041349263974436,"score_spread":0.2743815074434837,"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."}}