{"id":"W2146616109","doi":"10.6000/1929-2279.2012.01.01.04","title":"Moving EGFR Targeted Therapy into the Induction Phase of the Management of Squamous Cell Carcinoma of the Head and Neck","year":2012,"lang":"en","type":"article","venue":"Journal of cancer research updates","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cetuximab; Medicine; Oncology; Radiation therapy; Monoclonal antibody; Head and neck cancer; Head and neck; Targeted therapy; Epidermal growth factor receptor; Modalities; Head and neck squamous-cell carcinoma; Internal medicine; Squamous cell cancer; Gefitinib; Cancer; Surgery; Colorectal cancer; Antibody; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113921,0.000151218,0.0003424934,0.0003553365,0.0001254707,0.0005607044,0.0003744627,0.0005118098,0.001341328],"category_scores_gemma":[0.0008161911,0.0000708118,0.0002666136,0.0004180745,0.0001531224,0.000911778,0.0002881,0.001041181,0.000365919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372635,"about_ca_system_score_gemma":0.0007960037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008024261,"about_ca_topic_score_gemma":0.002957575,"domain_scores_codex":[0.9997727,0.00006654689,0.00003104997,0.00002563669,0.0000794079,0.00002460111],"domain_scores_gemma":[0.9997582,0.00008812221,0.00005646274,0.00001141511,0.00006440147,0.00002138973],"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":[0.0001713187,0.0002706291,0.001305321,0.002403978,0.00003475561,0.000238259,0.0001290244,0.0002023612,0.009648156,0.001945648,0.006021105,0.9776295],"study_design_scores_gemma":[0.0003972323,0.005045936,0.02282411,0.004067775,0.0004521348,0.00359177,0.0004345845,0.0003893605,0.02128353,0.002357366,0.9391114,0.00004481935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03687643,0.9347983,0.002527744,0.009927832,0.001306385,0.0001735697,0.00007581048,0.00005943854,0.0142544],"genre_scores_gemma":[0.06425674,0.9183689,0.006934433,0.005467173,0.001031522,0.00005285772,0.0000989289,0.00001382365,0.003775486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001341328,"threshold_uncertainty_score":0.005891025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07186310924474824,"score_gpt":0.412397593275955,"score_spread":0.3405344840312067,"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."}}