{"id":"W3035251856","doi":"10.1158/1557-3265.aacrahns19-a07","title":"Abstract A07: Improved prognosis of HPV-positive oropharyngeal cancers is associated with a suppression of TGF-β-mediated immune evasion","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Oncology; Cancer research; Carcinogenesis; Internal medicine; HPV infection; Cancer; Cervical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000168026,0.0001935107,0.0002225723,0.0003512378,0.0001886424,0.000387463,0.0001195643,0.0001710981,0.00296691],"category_scores_gemma":[0.00030249,0.00006513119,0.0003524302,0.000426244,0.0001505192,0.0001382636,0.000228605,0.0004011008,0.000443284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478411,"about_ca_system_score_gemma":0.000222582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034856,"about_ca_topic_score_gemma":0.0008397155,"domain_scores_codex":[0.9998958,0.00001207379,0.000008808842,0.0000310354,0.00002764203,0.00002464749],"domain_scores_gemma":[0.9997794,0.00003153256,0.00008602606,0.00001980141,0.00003956887,0.00004365263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002531391,0.0002224083,0.5192208,0.000347631,0.0003673502,0.0005529652,0.0001115854,0.0002987006,0.4471712,0.0002536081,0.001951693,0.02697062],"study_design_scores_gemma":[0.00001904163,0.0003213175,0.961139,0.00002241755,0.0001922722,0.0007792991,0.0001192036,0.0005762306,0.03408277,0.000196672,0.002544315,0.00000754632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951751,0.001396669,0.0006210961,0.00009929935,0.00002760472,0.00000921619,0.001581654,0.00004542273,0.001043748],"genre_scores_gemma":[0.9970449,0.0003859325,0.000243983,0.00005695506,0.00001603488,0.000009660891,0.001500997,0.00001339823,0.0007282607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00296691,"threshold_uncertainty_score":0.009925306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08140809866806785,"score_gpt":0.4213435920293677,"score_spread":0.3399354933612999,"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."}}