{"id":"W4282979332","doi":"10.1158/1538-7445.am2022-5609","title":"Abstract 5609: Investigating the undifferentiated pleomorphic sarcoma microenvironment through cytokine profiles of primary tumor and immune infiltrates","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Sarcoma; Tumor microenvironment; Medicine; Immunotherapy; Cancer research; Metastasis; Primary tumor; Tumor-infiltrating lymphocytes; Pathology; Biology; Immunology; Immune system; Cancer; Internal medicine","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":[0.0002329088,0.0002293361,0.0001924494,0.0003974114,0.0001612502,0.0003987591,0.0001045104,0.0002086216,0.002767872],"category_scores_gemma":[0.0002034782,0.00009148492,0.0001469359,0.0003204647,0.0001749144,0.0001949802,0.0002058283,0.0003770598,0.001034055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046012,"about_ca_system_score_gemma":0.0001396113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354973,"about_ca_topic_score_gemma":0.0001531405,"domain_scores_codex":[0.9998559,0.00002279573,0.00001591119,0.00003528372,0.00004071237,0.00002935032],"domain_scores_gemma":[0.9998715,0.0000288832,0.00002448515,0.0000128887,0.0000340539,0.00002823243],"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":[0.0005479422,0.00007376949,0.01260995,0.0001566812,0.00001257072,0.0002339315,0.0001003927,0.00007576183,0.9784304,0.00004500871,0.0002313766,0.00748219],"study_design_scores_gemma":[0.00007775691,0.002186178,0.2290911,0.0000807898,0.0001367763,0.004607237,0.0006560658,0.001441242,0.7458225,0.0002333923,0.01564807,0.00001888682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923113,0.001783345,0.002530453,0.00006533069,0.00003430159,0.00008848046,0.001309062,0.00004540125,0.001832189],"genre_scores_gemma":[0.9902375,0.001244518,0.003041904,0.0001292163,0.00005073899,0.0001467215,0.00285782,0.00002382515,0.002267783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002767872,"threshold_uncertainty_score":0.009259403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08738755263842835,"score_gpt":0.3458595544076957,"score_spread":0.2584720017692674,"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."}}