{"id":"W2168572010","doi":"10.1158/1078-0432.ccr-12-0234","title":"CD20+ Tumor-Infiltrating Lymphocytes Have an Atypical CD27− Memory Phenotype and Together with CD8+ T Cells Promote Favorable Prognosis in Ovarian Cancer","year":2012,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":547,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Antigen; CD20; Biology; CD8; Immunology; Tumor-infiltrating lymphocytes; Ovarian cancer; CD5; Cancer research; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044572,0.0002757619,0.0006364384,0.0001836206,0.00021645,0.00009127123,0.0002371955,0.0002587891,0.00110497],"category_scores_gemma":[0.0002170666,0.0002019209,0.0001016763,0.0006107337,0.0008815475,0.0003304329,0.0001157011,0.001122718,0.00001754699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120459,"about_ca_system_score_gemma":0.001442585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00964436,"about_ca_topic_score_gemma":0.004591089,"domain_scores_codex":[0.9959648,0.0006402156,0.000715738,0.0007131567,0.0008255224,0.001140595],"domain_scores_gemma":[0.9979576,0.0005013389,0.0001344331,0.0004694541,0.0003239501,0.0006132109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02270953,0.001197764,0.8539962,0.0003640946,0.0002746729,0.00007942126,0.002198679,0.000007919507,0.03142251,0.00003387288,0.0007954597,0.08691993],"study_design_scores_gemma":[0.01867274,0.00595563,0.8619871,0.00216193,0.0002008848,0.00007419621,0.002489716,0.0009659861,0.08959229,0.0001135576,0.01682376,0.0009621785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886748,0.006374221,0.000008128084,0.001893439,0.0002515173,0.001440256,0.00002265126,0.00004510469,0.001289945],"genre_scores_gemma":[0.9941526,0.001433185,0.001035533,0.0008222764,0.001085465,0.0005476347,0.000008539075,0.00007778152,0.0008369811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08595774,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497475166899614,"score_gpt":0.4592862070979238,"score_spread":0.3095386904079623,"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."}}