{"id":"W1971998672","doi":"10.1371/journal.pone.0082406","title":"Markers of T Cell Infiltration and Function Associate with Favorable Outcome in Vascularized High-Grade Serous Ovarian Carcinoma","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; University of Victoria; BC Cancer Agency","funders":"BC Cancer Agency; LOEWE Zentrum AdRIA; Canadian Institutes of Health Research; Ovarian Cancer Canada; University of Victoria","keywords":"Granzyme B; FOXP3; Tumor microenvironment; CD8; Tumor-infiltrating lymphocytes; Cancer research; Biology; CD31; Serous fluid; ELISPOT; Immune system; Medicine; Immunology; Pathology; Angiogenesis","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":[0.0002487817,0.0001312554,0.0001693573,0.0003490442,0.0001527979,0.0002744688,0.00009585237,0.0001750492,0.001002684],"category_scores_gemma":[0.0007637689,0.00007512682,0.0001520459,0.0003453417,0.0002441057,0.0001385352,0.0001878234,0.0002397433,0.00007806136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453437,"about_ca_system_score_gemma":0.0001205868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003005757,"about_ca_topic_score_gemma":0.0005120209,"domain_scores_codex":[0.9999237,0.00002392326,0.000008659829,0.00001440309,0.00001316155,0.00001610687],"domain_scores_gemma":[0.9992658,0.0001810386,0.0003272456,0.00003361606,0.00005483352,0.0001374941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001180471,0.00004472002,0.9833946,0.00003459025,0.00003790962,0.0002992183,0.00006719061,0.0001930915,0.00994596,0.00002721786,0.00006352287,0.004711463],"study_design_scores_gemma":[0.00001286715,0.0003709267,0.9964554,0.0000058791,0.00004262654,0.0009900396,0.00009618542,0.000406164,0.001326821,0.00005251927,0.0002379355,0.000002613122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994524,0.00025687,0.000105075,0.000009487087,0.000002289377,0.000002669874,0.0000269756,0.000003573654,0.0001407113],"genre_scores_gemma":[0.9998149,0.00004930724,0.0000428345,0.000002685106,0.000003189545,0.000001839795,0.00004022348,6.192127e-7,0.00004433648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001002684,"threshold_uncertainty_score":0.003354251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331615744534781,"score_gpt":0.2066590575990691,"score_spread":0.1833429001537213,"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."}}