{"id":"W3034782118","doi":"10.1016/j.semcancer.2020.06.003","title":"The unique immune microenvironment of liver metastases: Challenges and opportunities","year":2020,"lang":"en","type":"review","venue":"Seminars in Cancer Biology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Mitacs; Cancer Research UK; National Institute for Health and Care Research; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Immune system; Tumor microenvironment; Context (archaeology); Immunology; Liver cancer; Acquired immune system; Medicine; Colorectal cancer; Cancer; Gastrointestinal cancer; Cancer research; Metastasis; Biology; Hepatocellular carcinoma; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004235726,0.0002948456,0.001425718,0.00009990863,0.00003740834,0.000003853512,0.0001828146,0.000256578,0.00006696287],"category_scores_gemma":[0.00001793768,0.0001791771,0.0002363872,0.00007386736,0.0007023494,0.00001382808,0.0001294237,0.0003052464,0.000001166136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990559,"about_ca_system_score_gemma":0.0003290293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002099432,"about_ca_topic_score_gemma":0.0001103281,"domain_scores_codex":[0.9984925,0.0002969063,0.0005867644,0.0003235964,0.00007055463,0.0002297069],"domain_scores_gemma":[0.9989662,0.0003077484,0.0003450731,0.000314083,0.00001514132,0.00005179202],"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":[0.000202793,0.00002950501,0.000003623856,0.00528823,0.0005250577,0.00004156605,0.0002768189,8.580278e-9,0.0000915732,0.0002102378,0.0002210932,0.9931095],"study_design_scores_gemma":[0.0003548245,0.0004437827,0.00003572063,0.01027137,0.0004664178,0.0001091169,0.0003065051,3.881505e-7,0.00007056081,0.00002716485,0.9877597,0.0001544635],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003759694,0.9973552,8.350984e-7,0.001376187,0.0001745255,0.0006580376,0.00016658,0.000008046478,0.0002230173],"genre_scores_gemma":[0.00003911395,0.9990849,0.00005606518,0.0001541055,0.00007259464,0.0002467275,0.00006678455,0.00002968008,0.0002499862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.992955,"threshold_uncertainty_score":0.7306629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051626951825617,"score_gpt":0.3534766397183523,"score_spread":0.2483139445357906,"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."}}