{"id":"W2761452338","doi":"10.1093/annonc/mdx440.005","title":"Relationship between tumor infiltrating lymphocyte (TIL) levels and response to pembrolizumab (pembro) in metastatic triple-negative breast cancer (mTNBC): Results from KEYNOTE-086","year":2017,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Tumor-infiltrating lymphocytes; Cohort; Internal medicine; Oncology; Breast cancer; Triple-negative breast cancer; Lymph node; Pembrolizumab; Cancer; Immunotherapy","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":[0.0006788371,0.0002555572,0.0003975008,0.0002601795,0.0002448392,0.0004430119,0.0002686405,0.000422958,0.001533403],"category_scores_gemma":[0.0008419657,0.0001720803,0.0003190058,0.0003472784,0.0001603316,0.0003066123,0.0002392332,0.0008370233,0.0004039857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171403,"about_ca_system_score_gemma":0.000284942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435845,"about_ca_topic_score_gemma":0.001838024,"domain_scores_codex":[0.9997837,0.00004973626,0.00001765201,0.00005549593,0.00005154082,0.00004195657],"domain_scores_gemma":[0.9994088,0.000171665,0.0001224697,0.00005695393,0.0000712668,0.0001688373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1495836,0.008994163,0.7036123,0.0002227455,0.001050357,0.0004474097,0.0002660347,0.0009796956,0.0728927,0.0000673003,0.004189597,0.05769416],"study_design_scores_gemma":[0.002521415,0.02599996,0.9595435,0.00001395251,0.0005352615,0.0005997346,0.0001531747,0.0005223097,0.00746153,0.00005577183,0.002574335,0.00001894592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978789,0.0003243726,0.00005037538,0.00005735081,0.00001325314,0.00003490079,0.00113359,0.00001191594,0.0004954797],"genre_scores_gemma":[0.9964917,0.0001811731,0.0001990492,0.0000959682,0.00003221394,0.00004920971,0.001985838,0.000007055957,0.0009577314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001533403,"threshold_uncertainty_score":0.005129695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800278887842173,"score_gpt":0.4355927975528641,"score_spread":0.2555649087686468,"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."}}