{"id":"W1992809873","doi":"10.1245/s10434-007-9771-3","title":"EGFR, HER2, and HER3 Expression in Laryngeal Primary Tumors and Corresponding Metastases","year":2008,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cancerfonden; National Natural Science Foundation of China; Cancer Research Society","keywords":"Medicine; Epidermal growth factor receptor; Surgical oncology; Lymph node; Primary tumor; Immunohistochemistry; Carcinoma; Targeted therapy; Laryngeal Neoplasm; Pathology; Oncology; Cancer research; Metastasis; Receptor; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008533389,0.00012844,0.0006771699,0.0002395354,0.0000508579,0.000004232279,0.00007093731,0.0001538618,0.0002983585],"category_scores_gemma":[0.0001098374,0.00009342632,0.00005460204,0.0002335281,0.0004772699,0.00008633152,0.0001254277,0.0003507569,0.000005179336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004333056,"about_ca_system_score_gemma":0.0002858935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000174458,"about_ca_topic_score_gemma":0.00002758973,"domain_scores_codex":[0.9983375,0.0003185515,0.0003826984,0.0002977803,0.0003033813,0.0003600534],"domain_scores_gemma":[0.9985744,0.0008368957,0.00008435382,0.0001529751,0.00008667723,0.0002647375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01182763,0.001756905,0.5631385,0.0009400549,0.0001176602,0.03423537,0.00144817,0.00001326062,0.01609905,0.0002889702,0.03325035,0.336884],"study_design_scores_gemma":[0.005496603,0.003962855,0.3805049,0.0005351088,0.00002290607,0.003462209,0.0002874746,0.00007664695,0.01547186,0.0002110124,0.5897277,0.0002407075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785988,0.004939752,0.000002835019,0.006757468,0.00004818086,0.0002576419,0.000013587,0.00001629035,0.00936548],"genre_scores_gemma":[0.9762681,0.02173876,0.0006014522,0.0007295656,0.00008662952,0.00001669772,0.0000158678,0.00001483307,0.0005280745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5564773,"threshold_uncertainty_score":0.3809814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372243667815465,"score_gpt":0.429399652394539,"score_spread":0.2921752856129926,"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."}}