{"id":"W4408032454","doi":"10.3390/curroncol32030143","title":"Breast Cancer and Tumor Microenvironment: The Crucial Role of Immune Cells","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tumor microenvironment; Medicine; Immune system; Cancer; Breast cancer; Carcinogenesis; Tumor progression; Immune checkpoint; Immunotherapy; Cancer research; Immunology; Bioinformatics; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002054459,0.0002660804,0.001445423,0.0001050797,0.00005786089,0.000005944516,0.000186085,0.0001640481,0.000323264],"category_scores_gemma":[0.00000631073,0.0001610801,0.0004288508,0.0001621933,0.0003618471,0.00001274959,0.0001306868,0.0003907848,0.000006963618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231939,"about_ca_system_score_gemma":0.0008003377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008886785,"about_ca_topic_score_gemma":0.0000164723,"domain_scores_codex":[0.9986345,0.0001313759,0.000622095,0.0002863898,0.0001104795,0.000215199],"domain_scores_gemma":[0.999028,0.0001549433,0.0004367518,0.0003084672,0.00002571421,0.00004609621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002412334,0.0001915129,0.00002805712,0.0109905,0.0003063634,0.000003570397,0.00007012371,1.652299e-8,0.0001754918,0.000008013305,0.001340095,0.986645],"study_design_scores_gemma":[0.0009249737,0.0001268788,0.0002850455,0.01207908,0.001666286,0.0001897027,0.00004013363,6.730692e-7,0.00005140653,0.000005412061,0.9845076,0.0001227937],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001501896,0.9964851,9.667176e-7,0.0002275132,0.001422154,0.00097392,0.0003489015,0.00000843095,0.000382853],"genre_scores_gemma":[0.00004075837,0.9989715,0.000008407498,0.00006150926,0.0003216551,0.0001890632,0.00003968465,0.00001885959,0.0003485486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865222,"threshold_uncertainty_score":0.6568656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953669708822205,"score_gpt":0.3797665516281978,"score_spread":0.3402298545399758,"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."}}