{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003670779,0.0005901997,0.0008086836,0.001239346,0.0002326014,0.001097535,0.0004287071,0.0008483863,0.002687056],"category_scores_gemma":[0.0004956385,0.0001431068,0.0003153723,0.001136031,0.0003646975,0.001009627,0.0005924617,0.001326328,0.001319163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237335,"about_ca_system_score_gemma":0.001044648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006936355,"about_ca_topic_score_gemma":0.001166427,"domain_scores_codex":[0.9998333,0.00004121155,0.00001704932,0.00002447359,0.00006281291,0.00002106187],"domain_scores_gemma":[0.9998029,0.00008908183,0.00002522243,0.000005047642,0.00005939479,0.00001833209],"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":[0.00008449311,0.00006113126,0.0003557754,0.01521336,0.00008999417,0.0002879083,0.000115839,0.0003050774,0.004460009,0.007184356,0.03782393,0.9340182],"study_design_scores_gemma":[0.000006937936,0.0000660445,0.0007302388,0.002297575,0.0000587086,0.001206658,0.00006659462,0.00005332719,0.0006304809,0.001982284,0.9928895,0.0000116086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001749591,0.9976981,0.0001618511,0.0005619252,0.0002844998,0.000003756725,0.00001618527,0.000006236939,0.001092394],"genre_scores_gemma":[0.001149765,0.9973083,0.0001667283,0.0003296417,0.000272823,0.000005435231,0.00002687192,0.000001359374,0.0007390638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002687056,"threshold_uncertainty_score":0.008989155,"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."}}