{"id":"W3002753972","doi":"10.1158/1078-0432.ccr-19-2803","title":"A Four-Chemokine Signature Is Associated with a T-cell–Inflamed Phenotype in Primary and Metastatic Pancreatic Cancer","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; McGill University; McGill University Health Centre; University of Toronto; University Health Network; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"Canadian Friends of Hebrew University; National Cancer Institute; Pancreatic Cancer Canada Foundation; Canadian Institutes of Health Research; Alexander von Humboldt-Stiftung","keywords":"Pancreatic cancer; Phenotype; Chemokine; Medicine; Signature (topology); Cancer; Metastasis; Cancer research; Pathology; Biology; Immunology; Inflammation; Internal medicine; Gene; Genetics","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":[0.0002148949,0.0001700894,0.0003122092,0.0004375137,0.0001887337,0.0003068639,0.0001556864,0.0001895568,0.001379953],"category_scores_gemma":[0.0004972533,0.0001213991,0.000219709,0.0004488445,0.0002438968,0.0001074575,0.0002587785,0.0002803347,0.0001713155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546476,"about_ca_system_score_gemma":0.0002542546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007939897,"about_ca_topic_score_gemma":0.001151239,"domain_scores_codex":[0.9998416,0.00002608757,0.00001308511,0.00004625947,0.00003785427,0.00003505926],"domain_scores_gemma":[0.9995862,0.00005971607,0.0001951455,0.00003243677,0.00004096561,0.00008548371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00184386,0.00007883941,0.7847083,0.0001060665,0.0001256314,0.0004078491,0.00009893281,0.0003538396,0.2051923,0.00006800383,0.0003180742,0.006698341],"study_design_scores_gemma":[0.00002392054,0.0002337339,0.9896786,0.000006849901,0.00005919121,0.001144523,0.00009011296,0.0008063074,0.007452922,0.00007942489,0.0004180477,0.000006394321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993197,0.00009990202,0.0001248663,0.0000149559,0.000001299612,0.000004278942,0.000319347,0.000007442175,0.0001081826],"genre_scores_gemma":[0.9991164,0.00004191117,0.0001856626,0.00001505965,0.000002959115,0.000009828644,0.0005034241,0.000002863923,0.0001218942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001379953,"threshold_uncertainty_score":0.004616439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2270051968898383,"score_gpt":0.4832452065972855,"score_spread":0.2562400097074472,"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."}}