{"id":"W2107380545","doi":"10.1186/bcr3148","title":"CD8+ lymphocyte infiltration is an independent favorable prognostic indicator in basal-like breast cancer","year":2012,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":433,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; Centre for Advancing Health Outcomes; McGill University; University of British Columbia","funders":"Michael Smith Health Research BC; Canadian Breast Cancer Research Alliance; Susan G. Komen; National Cancer Institute; Sanofi","keywords":"Surgical oncology; Breast cancer; Infiltration (HVAC); Medicine; Basal (medicine); Tumor-infiltrating lymphocytes; Oncology; Pathology; CD8; Internal medicine; Cancer; Immunology; Immune system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003062294,0.0002083641,0.0002517891,0.0003180098,0.0001686135,0.0003832795,0.0001925502,0.0002290319,0.001787568],"category_scores_gemma":[0.0008478736,0.0001070972,0.0001477028,0.0003214648,0.0001598868,0.0001514127,0.0001970382,0.0003053713,0.0003192998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216591,"about_ca_system_score_gemma":0.0001628266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000578956,"about_ca_topic_score_gemma":0.0008446343,"domain_scores_codex":[0.9999114,0.00002152407,0.000008230228,0.00002288958,0.00002010234,0.00001577282],"domain_scores_gemma":[0.999441,0.0001366996,0.0002029981,0.000036923,0.00006743884,0.0001149767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003485763,0.00001505727,0.9957123,0.00001308738,0.00001893118,0.00008033173,0.00001190677,0.00004950001,0.001603679,0.000005302223,0.00005841132,0.002082924],"study_design_scores_gemma":[0.00001010968,0.00008195901,0.9980374,0.000005629509,0.00003655369,0.0007375664,0.00004410782,0.0002995755,0.0005158165,0.00003220019,0.0001965084,0.000002472098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991595,0.0003819467,0.000101895,0.00002161481,0.000003094261,0.000002530409,0.00009388309,0.000007850771,0.0002277391],"genre_scores_gemma":[0.9994967,0.0001045796,0.0001022719,0.000006256774,0.000008658194,0.000002631909,0.0001801355,0.000001626273,0.0000970878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001787568,"threshold_uncertainty_score":0.005980015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920947704377097,"score_gpt":0.3825326707427997,"score_spread":0.3233231936990287,"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."}}