{"id":"W2519242424","doi":"10.18632/oncotarget.12022","title":"Prognostic role and correlation of CA9, CD31, CD68 and CD20 with the desmoplastic stroma in pancreatic ductal adenocarcinoma","year":2016,"lang":"en","type":"article","venue":"Oncotarget","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Medical Research Council; European Commission; Kidani Memorial Trust; Cancer Research UK","keywords":"CD68; Medicine; Pathology; Stroma; Stromal cell; CD31; Tumor progression; Immunohistochemistry; Tumor microenvironment; Pancreatic cancer; CD20; Adenocarcinoma; Internal medicine; Oncology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002633041,0.0001242298,0.0003720156,0.00009027856,0.00005573736,0.000006991043,0.0000499744,0.00008254259,0.00006952031],"category_scores_gemma":[0.0002879976,0.00006083111,0.00001781419,0.0001351411,0.0003952607,0.00007112292,0.00003955127,0.0001421935,0.000008615734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005153634,"about_ca_system_score_gemma":0.0001803047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001350874,"about_ca_topic_score_gemma":0.0001496077,"domain_scores_codex":[0.9990279,0.00009427642,0.000202441,0.0002136674,0.000216785,0.0002449041],"domain_scores_gemma":[0.9987864,0.0007907567,0.00007897573,0.0001684625,0.00006435648,0.0001110747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000473899,0.00007995733,0.9957498,0.00006813,0.00006283231,0.00006656874,0.0004775118,7.46666e-7,0.00261733,0.0002255688,0.00008275181,0.00009492804],"study_design_scores_gemma":[0.002496949,0.00139709,0.9936249,0.0002718391,0.0002238687,0.0002913512,0.0003800753,0.0009430952,0.00003813829,0.0002062386,0.00005086493,0.00007565011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958295,0.001212466,0.0002922771,0.001240796,0.00001732081,0.0005463188,0.000008364495,0.00001175024,0.0008412215],"genre_scores_gemma":[0.9983743,0.0001206823,0.0006928921,0.00003717406,0.00004185734,0.00004737612,0.000005148557,0.00001415733,0.0006663686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002579191,"threshold_uncertainty_score":0.2480621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009876964312152492,"score_gpt":0.2537789382591106,"score_spread":0.2439019739469581,"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."}}