{"id":"W2143778531","doi":"10.1186/1479-5876-10-33","title":"Absolute lymphocyte count is associated with survival in ovarian cancer independent of tumor-infiltrating lymphocytes","year":2012,"lang":"en","type":"article","venue":"Journal of Translational Medicine","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; University of Calgary; University of Victoria; University of Toronto; Calgary Laboratory Services; BC Cancer Agency","funders":"U.S. Department of Defense","keywords":"Ovarian cancer; Medicine; CD20; Lymphocyte; CD8; Oncology; Internal medicine; Immune system; Tumor-infiltrating lymphocytes; Cancer; Disease; Immunology; Immunohistochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001717913,0.0002133367,0.0007216388,0.0003859328,0.00004449814,0.000005329199,0.0001279081,0.0001027234,0.0006828276],"category_scores_gemma":[0.0002367091,0.0001519675,0.0001285192,0.0003863707,0.0001912717,0.0002770656,0.000008830588,0.000247829,0.000001406041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004670411,"about_ca_system_score_gemma":0.00102333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063157,"about_ca_topic_score_gemma":0.00005423078,"domain_scores_codex":[0.9967757,0.0001104713,0.001144919,0.0001334692,0.001501783,0.0003336949],"domain_scores_gemma":[0.9978204,0.0003538126,0.0008688596,0.000129857,0.0005459028,0.0002811674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002853861,0.0003501211,0.9837726,0.0001899657,0.0008331049,0.0001715697,0.00192094,0.0001122615,0.007961117,0.000138363,0.0002364407,0.001459676],"study_design_scores_gemma":[0.01322927,0.0003402802,0.9775789,0.002758575,0.000590914,0.0003301869,0.0003297559,0.0004009273,0.003917222,0.00007363236,0.0002957669,0.0001545339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989365,0.005730277,0.0002446675,0.002666539,0.0005624535,0.0003478266,0.00004159609,0.000009805742,0.001031838],"genre_scores_gemma":[0.9977339,0.0001353122,0.0009696527,0.0004847403,0.0005996731,0.00001266608,0.00001444389,0.0000283053,0.00002133088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037541,"threshold_uncertainty_score":0.7476484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671131365613665,"score_gpt":0.2917071134739332,"score_spread":0.2649957998177966,"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."}}