{"id":"W2560700960","doi":"10.1002/cncr.30449","title":"Immunotherapy of head and neck cancer: Emerging clinical trials from a National Cancer Institute Head and Neck Cancer Steering Committee Planning Meeting","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Amgen; Pfizer; Genentech; Celgene; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Clinical trial; Head and neck squamous-cell carcinoma; Cancer; Head and neck cancer; Immunotherapy; Oncology; Cancer immunotherapy; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.001404647,0.0003856272,0.001283445,0.0001587568,0.0002030757,0.00004479433,0.0001675446,0.0002417383,0.0007408017],"category_scores_gemma":[0.0002227981,0.0002812257,0.0002422335,0.0002606333,0.0004217882,0.0003105646,0.00007893545,0.0003090613,0.000001039038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005336485,"about_ca_system_score_gemma":0.0009664933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02591799,"about_ca_topic_score_gemma":0.00502968,"domain_scores_codex":[0.9967974,0.0002021675,0.00137565,0.0006483638,0.0005094107,0.0004669848],"domain_scores_gemma":[0.9979251,0.0005981382,0.0007202324,0.000288514,0.0002695387,0.0001984561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005596544,0.00006647357,0.5451627,0.0001706095,0.001496047,0.000008965947,0.001005261,0.00009515225,0.08973922,0.00003402577,0.002773582,0.3538514],"study_design_scores_gemma":[0.03416145,0.0004500654,0.6639085,0.01695958,0.0004704615,0.00001161504,0.0002892796,0.0005492184,0.01330847,0.0001790936,0.2688082,0.000903999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612871,0.1306341,0.00009536762,0.004555976,0.001962001,0.000569903,0.0005264937,0.00005709595,0.0003120509],"genre_scores_gemma":[0.9016129,0.09220292,0.0005312537,0.002338489,0.002231003,0.0004628392,0.0000162207,0.00007823473,0.0005261468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3529474,"threshold_uncertainty_score":0.999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1293711173762785,"score_gpt":0.4437406255949231,"score_spread":0.3143695082186446,"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."}}