{"id":"W7074068902","doi":"","title":"Epidermal growth factor receptor targeted therapy in stages III and IV head and neck cancer","year":2010,"lang":"en","type":"article","venue":"PubMed Central","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Head and neck; Disease; Radiation therapy; Biological response modifiers; Antibody therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003649833,0.0001948425,0.00145491,0.0003909474,0.0002303325,0.000907753,0.0007173834,0.001760685,0.008145948],"category_scores_gemma":[0.01512116,0.0001570743,0.001735974,0.0007075962,0.0005323465,0.001667352,0.000393969,0.001648274,0.001486559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375025,"about_ca_system_score_gemma":0.002510674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004865016,"about_ca_topic_score_gemma":0.01293832,"domain_scores_codex":[0.9985844,0.000668699,0.0002039923,0.0001587827,0.0002699017,0.0001142644],"domain_scores_gemma":[0.9920397,0.004233206,0.001838734,0.0001457764,0.001319688,0.0004229234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004994775,0.0003009497,0.03403932,0.03320813,0.003376337,0.0001583898,0.0001274487,0.0008690454,0.0008453368,0.002831159,0.1691058,0.7501433],"study_design_scores_gemma":[0.008611163,0.003513018,0.2807201,0.06470073,0.01492189,0.002242824,0.001242278,0.001546811,0.001341241,0.01660524,0.6043314,0.0002232816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01843795,0.8220954,0.0003343025,0.1373627,0.005007829,0.0001756342,0.004445428,0.00002435524,0.01211637],"genre_scores_gemma":[0.2919962,0.5384458,0.001749403,0.1236989,0.03442739,0.0004179451,0.003981519,0.00003845709,0.005244394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008145948,"threshold_uncertainty_score":0.02725095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844765189427165,"score_gpt":0.2582341160654924,"score_spread":0.2397864641712208,"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."}}