{"id":"W2067278548","doi":"10.2217/imt.11.25","title":"Research Highlights: Do Conventional Treatments for HPV-Positive Head and Neck Cancers Elicit Immunotherapeutic Type Responses?","year":2011,"lang":"en","type":"letter","venue":"Immunotherapy","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; HPV vaccines; Cancer; Human papillomavirus; Head and neck cancer; MEDLINE; Family medicine; Oncology; Internal medicine; Cervical cancer; HPV infection; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007186154,0.0005402612,0.0009086298,0.0006441777,0.0004345921,0.0001511797,0.0003778413,0.0009236589,0.006465247],"category_scores_gemma":[0.00004738786,0.0004385233,0.00035639,0.0004761577,0.0006221195,0.0001067225,0.00006941551,0.001956089,0.0001565835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351722,"about_ca_system_score_gemma":0.001444423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284859,"about_ca_topic_score_gemma":0.00004208386,"domain_scores_codex":[0.9958904,0.0004157198,0.0005454708,0.0009182009,0.001113916,0.001116241],"domain_scores_gemma":[0.9967068,0.0008356956,0.0001485199,0.0008617082,0.001292534,0.0001547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09686203,0.0006719447,0.000862599,0.000985473,0.009169399,0.0005169002,0.00205103,2.705653e-7,0.005065774,0.001922574,0.7252121,0.1566799],"study_design_scores_gemma":[0.01085174,0.005235076,0.02824752,0.0003014457,0.0001968177,0.00006088021,0.00004992264,0.0000115998,0.001169913,0.001138406,0.9522993,0.0004373509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06041685,0.1935633,0.0001667583,0.6806299,0.002938886,0.01589336,0.002090254,0.0003780133,0.04392264],"genre_scores_gemma":[0.02983827,0.09489745,0.001670733,0.6335588,0.01062881,0.004380688,0.003650575,0.00122738,0.2201474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2270873,"threshold_uncertainty_score":0.9998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097987498157338,"score_gpt":0.4235713409828063,"score_spread":0.3137725911670726,"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."}}