{"id":"W2201788027","doi":"10.1007/s11523-015-0396-3","title":"Magnitude of PD-1, PD-L1 and T Lymphocyte Expression on Tissue from Castration-Resistant Prostate Adenocarcinoma: An Exploratory Analysis","year":2015,"lang":"en","type":"article","venue":"Targeted Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Prostate; Adenocarcinoma; Prostate adenocarcinoma; Prostatic adenocarcinoma; Pathology; Lymphocyte; Castration; Prostate cancer; Oncology; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003228527,0.0001826446,0.0005457874,0.0002568861,0.00005506206,0.00001129727,0.00008719926,0.0001887045,0.0002356642],"category_scores_gemma":[0.00005036666,0.0001510556,0.00007360542,0.0003625264,0.0001778414,0.0001169664,0.00003150199,0.0001198594,0.00001044896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066442,"about_ca_system_score_gemma":0.0005356015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008391094,"about_ca_topic_score_gemma":0.00067351,"domain_scores_codex":[0.9984961,0.0002234464,0.0004255052,0.0003772294,0.0002596942,0.0002180479],"domain_scores_gemma":[0.9989187,0.00008256857,0.0002191457,0.0003676192,0.0001790594,0.0002329249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02709554,0.0004581049,0.01514818,0.00003795163,0.0006354932,0.0002194847,0.005891235,0.00004237299,0.9364212,0.00001213509,0.00120726,0.01283104],"study_design_scores_gemma":[0.02086211,0.01359552,0.4193936,0.0001305467,0.001815391,0.00003516165,0.007088773,0.000453006,0.5180161,0.0002449273,0.01785441,0.0005104787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927978,0.005708605,0.0000533429,0.0002885082,0.0001648949,0.0003623397,0.0001001479,0.0000434931,0.0004809009],"genre_scores_gemma":[0.9967533,0.0002035392,0.001982813,0.0003741944,0.0001132337,0.00004248388,0.0003177086,0.00002057932,0.0001921393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184051,"threshold_uncertainty_score":0.6159868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03854617420081482,"score_gpt":0.3205983842461482,"score_spread":0.2820522100453334,"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."}}