{"id":"W4389239901","doi":"10.1158/2326-6074.tumimm23-b033","title":"Abstract B033: Multiplex analysis of the tumor immune microenvironment during treatment with atezolizumab/pelareorep/letrozole reveals novel immune-tumor interactions","year":2023,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Atezolizumab; Tumor microenvironment; Immune system; Cancer research; Immunotherapy; Medicine; Cytotoxic T cell; Immunology; Biology; Nivolumab","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008507048,0.0001432619,0.0002089701,0.0001899428,0.00009902753,0.000235779,0.0000745974,0.0002022866,0.001692081],"category_scores_gemma":[0.00006305206,0.00006580243,0.0001227553,0.000118033,0.00006941101,0.00008272546,0.00006850187,0.0002898489,0.0003740152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247453,"about_ca_system_score_gemma":0.00007884434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000338717,"about_ca_topic_score_gemma":0.0004127501,"domain_scores_codex":[0.9999338,0.000008036726,0.000003206581,0.00001723826,0.00001778673,0.00001984912],"domain_scores_gemma":[0.9999665,0.000006609257,0.000006631759,0.000002450486,0.000007482116,0.00001021333],"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":[0.0004321761,0.00003249014,0.001640596,0.00001988727,0.000004711484,0.00003797787,0.00001214918,0.00004611795,0.9946604,0.00000892921,0.00006992959,0.003034581],"study_design_scores_gemma":[0.00003494891,0.0009045376,0.06569786,0.000006495377,0.00003688757,0.0005570258,0.00007184055,0.003029226,0.9277747,0.00004268168,0.001837256,0.000006518343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957076,0.001267058,0.001577328,0.00003954476,0.00001770591,0.00002671184,0.0005072266,0.00005929717,0.0007975271],"genre_scores_gemma":[0.9962675,0.0003174509,0.00166118,0.00005299327,0.000009505847,0.00003617082,0.0006505012,0.000008963772,0.0009958973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001692081,"threshold_uncertainty_score":0.005660594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899828271051024,"score_gpt":0.3539340456493098,"score_spread":0.3149357629387995,"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."}}