{"id":"W2809754085","doi":"10.1136/esmoopen-2018-eacr25.913","title":"PO-401 Tumour stem cell characteristics are negatively associated with anti-cancer immunity in diverse solid cancers","year":2018,"lang":"en","type":"article","venue":"ESMO Open","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Immunity; Cancer research; Cancer; Solid tumor; Stem cell; Medicine; Biology; Oncology; Immunology; Internal medicine; Immune system; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003401896,0.0001797688,0.0002599487,0.001059556,0.0001703714,0.00054577,0.0001357061,0.0002798617,0.002112888],"category_scores_gemma":[0.001136403,0.00008845319,0.0002066005,0.001072658,0.0003497384,0.0002069475,0.0002809314,0.0002391892,0.0003173781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732297,"about_ca_system_score_gemma":0.0001330477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005775831,"about_ca_topic_score_gemma":0.0008142231,"domain_scores_codex":[0.9997469,0.00003702945,0.00002695888,0.00006861984,0.00008540577,0.00003508879],"domain_scores_gemma":[0.9992029,0.0002778665,0.0003226749,0.00004164995,0.00008447812,0.00007049027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005892208,0.00004179837,0.9167314,0.0001574303,0.0001660334,0.0001295345,0.0001060417,0.001879103,0.0642856,0.0001677376,0.0002610924,0.01548516],"study_design_scores_gemma":[0.000008634281,0.0001818652,0.9856585,0.00001060429,0.00007619105,0.0005524164,0.0001347842,0.00358428,0.007930107,0.0003962804,0.001458461,0.000008021346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965464,0.0004614166,0.001152638,0.00002262384,0.000004362634,0.00001431488,0.001087022,0.00004662084,0.0006645324],"genre_scores_gemma":[0.9977121,0.00007652328,0.0006447099,0.00001443398,0.000004216518,0.00002001679,0.00125789,0.000008263387,0.0002617803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002112888,"threshold_uncertainty_score":0.007068336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893927601834084,"score_gpt":0.3102179298636768,"score_spread":0.2712786538453359,"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."}}