{"id":"W2325958179","doi":"10.5539/cco.v5n1p53","title":"Immunotherapeutic Modalities in the Treatment of Head & Neck Squamous Cell Carcinoma","year":2016,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunotherapy; Head and neck cancer; Head and neck squamous-cell carcinoma; Head and neck; Antigen; Oncology; Cancer; Disease; Basal cell; Modalities; Clinical trial; Internal medicine; Immunology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004170713,0.0001725479,0.0005744562,0.00005884895,0.00008242411,0.000004507519,0.0002126524,0.0003478665,0.0005016978],"category_scores_gemma":[0.0000418658,0.0000859462,0.0001863344,0.00007728184,0.0007992199,0.00004264121,0.00001985064,0.0001503584,0.00005140057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056755,"about_ca_system_score_gemma":0.0002473137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009822419,"about_ca_topic_score_gemma":0.0005421779,"domain_scores_codex":[0.9979039,0.00085251,0.0006543639,0.0002485798,0.00002703612,0.0003135763],"domain_scores_gemma":[0.9967828,0.002639499,0.0001813206,0.0003446287,0.00003749102,0.00001426943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008923101,0.003376587,0.1167114,0.0000290608,0.0002431086,0.00001345442,0.005823959,6.461649e-7,0.1007067,0.0006512089,0.0006360289,0.7628847],"study_design_scores_gemma":[0.01491243,0.007517824,0.2755551,0.00002500029,0.00009713911,0.00003789521,0.0006089906,3.408644e-7,0.009985702,0.0003108949,0.6907672,0.0001813966],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238158,0.07225214,0.00001169123,0.002078276,0.0006718124,0.0002515051,0.00002822111,0.00001110805,0.0008794663],"genre_scores_gemma":[0.9739532,0.01926357,0.00001194468,0.0007212007,0.00005093014,0.00009014025,0.000005515784,0.00001226499,0.005891186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7627033,"threshold_uncertainty_score":0.5493239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07355796536359503,"score_gpt":0.3839888618659256,"score_spread":0.3104308965023305,"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."}}