{"id":"W4389228033","doi":"10.1158/2326-6074.tumimm23-a018","title":"Abstract A018: Characterization of macrophage population in head and neck squamous cell carcinoma and renal cell carcinoma and their role in modulating immune checkpoint blockade response","year":2023,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head and neck squamous-cell carcinoma; Tumor microenvironment; Medicine; Nivolumab; Renal cell carcinoma; Immune system; Cancer research; Population; Immune checkpoint; Immunotherapy; Cytokine; Tumor necrosis factor alpha; Cancer; Internal medicine; Head and neck cancer; Immunology","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":[0.0001478423,0.0001018207,0.000154508,0.0003456034,0.0001624406,0.000195535,0.00007157016,0.0001365356,0.00204561],"category_scores_gemma":[0.0001021737,0.00005623321,0.0001574205,0.0002045746,0.00009196136,0.00009709207,0.0001070404,0.0001677452,0.0003741994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000976989,"about_ca_system_score_gemma":0.0001549716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007819273,"about_ca_topic_score_gemma":0.0008722192,"domain_scores_codex":[0.999913,0.00001184709,0.00001132343,0.00001946667,0.00002057802,0.0000237627],"domain_scores_gemma":[0.9999244,0.00001222245,0.00001110673,0.000006443064,0.00002842753,0.00001746026],"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":[0.0008244388,0.00008088149,0.02249901,0.0001192466,0.000009334922,0.0002508053,0.0001086942,0.00003990297,0.9697501,0.00005089247,0.00009608388,0.006170487],"study_design_scores_gemma":[0.00007155187,0.002525985,0.3291495,0.00004073521,0.00008391959,0.003225413,0.0009288498,0.001204682,0.6568,0.0001099329,0.005844775,0.00001470446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974537,0.0009051693,0.0005970214,0.00001825772,0.00001019762,0.00003487228,0.000262804,0.000008549309,0.0007094055],"genre_scores_gemma":[0.995943,0.0004264208,0.001188396,0.00003707708,0.00001379665,0.0000667033,0.0005732403,0.000003497217,0.001747847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00204561,"threshold_uncertainty_score":0.006843209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612479526620541,"score_gpt":0.3180158961877914,"score_spread":0.2818911009215859,"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."}}