{"id":"W4296131451","doi":"10.1158/1557-3265.sarcomas22-ia006","title":"Abstract IA006: Immunobiology of sarcomas and therapeutic implications","year":2022,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tumor microenvironment; Immunotherapy; Immune system; Immunosuppression; Chemokine; Biology; Cancer; Cancer immunotherapy; Myeloid; Immunology; Medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002343232,0.0002260633,0.0001032397,0.0006254313,0.0001549983,0.0004144216,0.0002069254,0.0002663367,0.001149722],"category_scores_gemma":[0.0001275255,0.00009057461,0.0001222868,0.0003096939,0.0003713991,0.0002853038,0.0002604332,0.0004323132,0.0002926122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438136,"about_ca_system_score_gemma":0.0002122764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003179401,"about_ca_topic_score_gemma":0.0002688473,"domain_scores_codex":[0.9999336,0.00001561126,0.000004686216,0.00001076301,0.00002214069,0.00001323852],"domain_scores_gemma":[0.9999487,0.000007313021,0.00001074024,0.000005529937,0.00001236168,0.00001523731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009172754,0.00003682319,0.00581057,0.0001659128,0.000008481563,0.0002481928,0.0000775408,0.0009460315,0.9634296,0.002824075,0.0005463967,0.02581474],"study_design_scores_gemma":[0.00002599022,0.0009393665,0.147798,0.0001666034,0.00006789806,0.006484949,0.0008967875,0.01820048,0.758375,0.008694783,0.05831183,0.00003833355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346089,0.02247528,0.03064734,0.001673283,0.0002135213,0.00007127168,0.0003863677,0.0002016084,0.009722556],"genre_scores_gemma":[0.9834051,0.004565597,0.00930938,0.0002056311,0.00006600071,0.00001970159,0.0002417786,0.0000174551,0.002169386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149722,"threshold_uncertainty_score":0.003846169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2232780883232526,"score_gpt":0.5027934221824263,"score_spread":0.2795153338591737,"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."}}