{"id":"W4383343915","doi":"10.3390/curroncol30070473","title":"Combination of Immunotherapy and Radiation Therapy in Gastrointestinal Cancers: An Appraisal of the Current Literature and Ongoing Research","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunotherapy; Gastrointestinal cancer; Radiation therapy; Cancer; Oncology; Gastrointestinal tract; Internal medicine; Colorectal cancer","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":[0.0008139387,0.0001710074,0.0008704668,0.0004007373,0.00004232699,0.00001127203,0.0001152211,0.0001025557,0.00000428659],"category_scores_gemma":[0.0002174538,0.0001097248,0.0001123344,0.00071426,0.0002492777,0.0000460167,0.00007372741,0.0009443965,3.79405e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434718,"about_ca_system_score_gemma":0.0007410925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000421077,"about_ca_topic_score_gemma":0.00007696656,"domain_scores_codex":[0.9982122,0.0006122092,0.0004720667,0.0002716172,0.0002409189,0.0001909406],"domain_scores_gemma":[0.9987045,0.0005662307,0.0002996523,0.0001728742,0.000202033,0.00005473157],"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":[0.0001156924,0.0002312883,0.005714203,0.006992518,0.00001790088,0.000003290723,0.0009250802,8.714124e-8,0.00002164123,0.0001432154,0.00005292426,0.9857821],"study_design_scores_gemma":[0.00509285,0.00925766,0.1002416,0.1240454,0.0001841581,0.000349629,0.0002614325,0.0003834384,0.00001173927,0.0006572296,0.7591851,0.0003296777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08355698,0.9151179,0.000001492377,0.00007423502,0.0003545754,0.0008356365,0.00002456298,0.000007392232,0.00002718342],"genre_scores_gemma":[0.01207973,0.9875383,0.00001098705,0.000002476027,0.0001672855,0.00007951106,0.00009429835,0.00001887487,0.00000853299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854525,"threshold_uncertainty_score":0.4474449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2557173386347478,"score_gpt":0.5205762214989345,"score_spread":0.2648588828641867,"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."}}