{"id":"W2151580438","doi":"10.1093/annonc/mdu095","title":"Demystifying the role of tumor HPV status in recurrent and/or metastatic squamous cell carcinoma of the head and neck","year":2014,"lang":"en","type":"letter","venue":"Annals of Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Cetuximab; Oncology; Internal medicine; Head and neck cancer; Cancer; Head and neck squamous-cell carcinoma; Targeted therapy; Chemotherapy; Population; Radiation therapy; Colorectal 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":[0.001578223,0.0002515367,0.0006966886,0.0008175183,0.001513729,0.001484199,0.001000782,0.01229858,0.002985841],"category_scores_gemma":[0.01192476,0.0003258245,0.0005065582,0.0006485086,0.001597451,0.002120913,0.0007036374,0.006824133,0.00110516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457146,"about_ca_system_score_gemma":0.00188707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006697891,"about_ca_topic_score_gemma":0.01293894,"domain_scores_codex":[0.9989525,0.0004424316,0.0001399109,0.00008244969,0.0002082939,0.0001743814],"domain_scores_gemma":[0.9956376,0.00278019,0.0003055056,0.0001745235,0.0006142008,0.0004879987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005912872,0.0002712402,0.134095,0.0004576902,0.00008453638,0.1677641,0.001946012,0.0004654319,0.002965001,0.009838466,0.5627075,0.1188137],"study_design_scores_gemma":[0.0004106989,0.0005946612,0.08610976,0.001900007,0.00035107,0.3116573,0.006493951,0.003267899,0.002596556,0.02699537,0.5594779,0.000144811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03223925,0.00875303,0.0002005238,0.9346263,0.006807486,0.00001923758,0.00007457973,0.00002481747,0.01725469],"genre_scores_gemma":[0.4070554,0.01151798,0.001045733,0.4948708,0.06959531,0.00004353807,0.0000927327,0.00003613628,0.01574226],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01229858,"threshold_uncertainty_score":0.01782787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349020636548584,"score_gpt":0.3706288683009515,"score_spread":0.2771386619354657,"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."}}