{"id":"W3018818368","doi":"10.3390/cancers12051076","title":"Tumor-Infiltrating CD8 T Cells Predict Clinical Breast Cancer Outcomes in Young Women","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"","keywords":"Breast cancer; Immune system; Tumor-infiltrating lymphocytes; CD8; Young adult; Medicine; Oncology; Cancer; Transcriptome; Internal medicine; Physiology; Immunology; Biology; Gene; Gene expression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002912817,0.000161683,0.000222608,0.000358758,0.0001347173,0.00036483,0.0001125284,0.0002322708,0.00125873],"category_scores_gemma":[0.0009662815,0.0001149408,0.0002315482,0.0002657259,0.00008059311,0.0001962624,0.0002956167,0.0002840702,0.0003407661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022803,"about_ca_system_score_gemma":0.0001325435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032582,"about_ca_topic_score_gemma":0.002077603,"domain_scores_codex":[0.9999138,0.00001745186,0.000007391398,0.00002871666,0.00001199635,0.0000206334],"domain_scores_gemma":[0.9996841,0.00008077795,0.0001185949,0.00002194967,0.0000350986,0.00005947303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003151096,0.00001779348,0.9866919,0.00003106914,0.00005784386,0.00009264188,0.00005443887,0.0002007747,0.003285706,0.00003789313,0.0004270155,0.008787837],"study_design_scores_gemma":[0.000007851885,0.00007787213,0.9960845,0.00001716849,0.0000695597,0.0002961512,0.000144514,0.001062997,0.0008243637,0.0001555174,0.001254137,0.000005403634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971429,0.001145747,0.0004516915,0.00007182169,0.00001702309,0.00000539634,0.0007178739,0.00001292755,0.0004347362],"genre_scores_gemma":[0.998135,0.0003387399,0.0002798796,0.00003860665,0.00001848291,0.000008302696,0.0008402365,0.000004041875,0.0003367213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125873,"threshold_uncertainty_score":0.004210889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856968692251706,"score_gpt":0.3208290709741268,"score_spread":0.2922593840516097,"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."}}