{"id":"W4412091581","doi":"10.1002/cam4.71023","title":"Tumor‐Infiltrating Lymphocytes in Breast and Female Genital Tract Cancers: Overlooked Potential and Unexplored Frontiers","year":2025,"lang":"en","type":"review","venue":"Cancer Medicine","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Tumor-infiltrating lymphocytes; Medicine; Immunotherapy; Oncology; Breast cancer; Ovarian cancer; Tumor microenvironment; Internal medicine; Endometrial cancer; Microsatellite instability; Cancer; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003463363,0.0006562061,0.002671933,0.0005621938,0.0001005501,0.00003161616,0.0001451882,0.0002927775,0.0002104665],"category_scores_gemma":[0.00007135871,0.0004937713,0.0002249491,0.0006768646,0.0005510868,0.0001292675,0.00005774592,0.0005035849,8.046881e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283785,"about_ca_system_score_gemma":0.002264337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988614,"about_ca_topic_score_gemma":0.0001622547,"domain_scores_codex":[0.9973004,0.00010446,0.0009481134,0.0007833344,0.000367729,0.0004959321],"domain_scores_gemma":[0.9988177,0.0001352703,0.0003806737,0.0003483784,0.0000734768,0.0002445281],"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":[0.0006518905,0.00003584543,0.001158977,0.02058134,0.0005132381,0.0002921416,0.0005047508,5.964368e-7,0.00004175884,0.000003305998,0.002851481,0.9733647],"study_design_scores_gemma":[0.01862066,0.0007184307,0.00535388,0.2086981,0.005988948,0.003206551,0.00320327,0.0001321984,0.00001715637,0.0000206594,0.7527564,0.001283713],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00288807,0.9933429,0.00001649711,0.0005393219,0.001224008,0.001266513,0.0001819337,0.00005174154,0.00048896],"genre_scores_gemma":[0.001403464,0.9956959,0.0001018591,0.0006495664,0.00094912,0.0003087974,0.0001499166,0.00006570276,0.0006756127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9720809,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401140289550648,"score_gpt":0.3188104855326673,"score_spread":0.2947990826371609,"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."}}