{"id":"W2339872372","doi":"10.1158/2326-6074.tumimm14-a69","title":"Abstract A69: The immunological environment in triple negative breast cancer; impact on clinical outcomes towards a prognostic clinical test","year":2015,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Occupational Cancer Research Centre","funders":"","keywords":"Tumor microenvironment; Stromal cell; CD8; Laser capture microdissection; Stroma; Cytotoxic T cell; Triple-negative breast cancer; Tumor-infiltrating lymphocytes; Breast cancer; Gene signature; Cancer research; Immunotherapy; Biology; Cancer; Medicine; Immunology; Immune system; Internal medicine; Gene expression; Immunohistochemistry; Gene; Genetics","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":[0.0004800461,0.0002281866,0.0002934011,0.0007395761,0.000260976,0.000595742,0.0001543367,0.0002980627,0.003597624],"category_scores_gemma":[0.001187077,0.00005301741,0.0002064662,0.0006002008,0.000241274,0.0002734767,0.0002447463,0.0003371687,0.0008060387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134263,"about_ca_system_score_gemma":0.000155828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004516489,"about_ca_topic_score_gemma":0.0004913199,"domain_scores_codex":[0.999763,0.00006576795,0.00002276292,0.00004475968,0.0000584921,0.0000452968],"domain_scores_gemma":[0.9991673,0.0002716849,0.000217573,0.00003586171,0.0001359585,0.0001716557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001898776,0.0001003268,0.9629971,0.00005426014,0.00007566575,0.000353595,0.0000480369,0.0004169995,0.01300993,0.00008636621,0.0007784702,0.02018054],"study_design_scores_gemma":[0.00002247373,0.0006996659,0.9905868,0.00001635281,0.0001008571,0.001116958,0.0001151472,0.001629947,0.004187126,0.0002516827,0.001260901,0.00001208289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942899,0.00095162,0.0006679781,0.0002303966,0.00004380617,0.00001514954,0.000935084,0.00003609592,0.002829838],"genre_scores_gemma":[0.9988318,0.00009016225,0.0002680251,0.0000376177,0.00003664099,0.000008488263,0.0003986378,0.000004135658,0.0003245103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003597624,"threshold_uncertainty_score":0.01203525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2470849145066478,"score_gpt":0.5129981754542506,"score_spread":0.2659132609476028,"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."}}