{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007109549,0.0004428587,0.00117233,0.0003135166,0.0002579478,0.00006174242,0.0008084161,0.0006889931,0.001671729],"category_scores_gemma":[0.002922302,0.0002438316,0.0006140711,0.0007411219,0.003382615,0.0001161088,0.0003381813,0.003716133,0.0002665957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885593,"about_ca_system_score_gemma":0.003002685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007855298,"about_ca_topic_score_gemma":0.0003433686,"domain_scores_codex":[0.9940059,0.001421506,0.001430774,0.0009264048,0.0009393403,0.00127604],"domain_scores_gemma":[0.9937935,0.004173886,0.0002767274,0.00108534,0.0003493213,0.0003211833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01961525,0.001925243,0.7865142,0.00001398355,0.001119015,0.0001422447,0.0003617101,0.00001109394,0.0005035347,0.00001261918,0.003984071,0.1857971],"study_design_scores_gemma":[0.01133616,0.004782664,0.9779001,0.0002234713,0.00006170231,0.00007763629,0.0008530865,0.0000372857,0.0001491598,0.0001688131,0.004150914,0.0002589471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587508,0.01025863,0.000001516937,0.02674371,0.001008311,0.002078991,0.0001971151,0.00006011096,0.0009008198],"genre_scores_gemma":[0.9753611,0.02117017,0.00002748767,0.0009214996,0.000451813,0.001050276,0.00002091381,0.00005199269,0.0009447557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.191386,"threshold_uncertainty_score":0.9993296,"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."}}