{"id":"W4220720369","doi":"10.3389/fimmu.2022.840198","title":"Desmoplastic Reaction, Immune Cell Response, and Prognosis in Colorectal Cancer","year":2022,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gary Bennett Family Fund; National Institutes of Health; Huazhong University of Science and Technology; National Cancer Institute; Entertainment Industry Foundation; Mitsukoshi Health and Welfare Foundation; American Association for Cancer Research; American Society of Clinical Oncology; Massachusetts General Hospital; Conquer Cancer Foundation; Japan Society for the Promotion of Science; American Cancer Society; Research Promotion Foundation; Stand Up To Cancer; Uehara Memorial Foundation","keywords":"Immune system; Colorectal cancer; Medicine; Immune reaction; Cancer research; Oncology; Immunology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000551947,0.0001648867,0.0001557695,0.000439369,0.0001742716,0.0003284984,0.0001974823,0.0002335327,0.001153371],"category_scores_gemma":[0.0014167,0.00009968915,0.0001898149,0.0005421602,0.0001994526,0.000163729,0.0002304024,0.0002364708,0.0001151133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162618,"about_ca_system_score_gemma":0.0001329355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865587,"about_ca_topic_score_gemma":0.00203877,"domain_scores_codex":[0.9998111,0.00005777776,0.00001847997,0.00005006886,0.00002732979,0.00003526684],"domain_scores_gemma":[0.9988273,0.0002328936,0.0006147943,0.00008017752,0.00007729681,0.0001675876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000130775,0.000006926014,0.9982449,0.00001052655,0.0000294999,0.00003008623,0.000009784193,0.00004064073,0.0002749448,0.000007961337,0.00002423383,0.001189771],"study_design_scores_gemma":[0.00000525674,0.00005978696,0.999019,0.000004994994,0.00003790843,0.0002398067,0.00003246811,0.00025238,0.0001681532,0.00003401831,0.0001445464,0.000001570693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985237,0.0009501214,0.0001157181,0.00003991583,0.000004413244,0.00000303345,0.0001507579,0.000004180552,0.0002082251],"genre_scores_gemma":[0.9996809,0.0001205412,0.00006430082,0.000008062818,0.000006129892,0.000001740032,0.00007180434,5.999242e-7,0.00004602854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001865587,"threshold_uncertainty_score":0.003858447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007048682514793935,"score_gpt":0.2359029789923637,"score_spread":0.2288542964775697,"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."}}