{"id":"W2044288985","doi":"10.1002/hed.23087","title":"Prevalence and predictive role of p16 and epidermal growth factor receptor in surgically treated oropharyngeal and oral cavity cancer","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute","keywords":"Medicine; Epidermal growth factor receptor; Oral cavity; Internal medicine; Tissue microarray; Head and neck cancer; Biomarker; Oncology; Cancer; Basal cell; Immunohistochemistry; Pathology; Biology","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":[0.00023628,0.0001291679,0.0001554644,0.0004912756,0.0002034097,0.0002769064,0.0001789017,0.0002784244,0.001088575],"category_scores_gemma":[0.001451642,0.0001135505,0.0001625398,0.0003782731,0.0003207328,0.0002107166,0.0002096201,0.0002455925,0.0001564881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239521,"about_ca_system_score_gemma":0.00023883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928235,"about_ca_topic_score_gemma":0.002886257,"domain_scores_codex":[0.9998035,0.00004637711,0.00002338419,0.00004174149,0.00004489856,0.00004010321],"domain_scores_gemma":[0.9994215,0.000156359,0.0002654254,0.00002882825,0.00005622292,0.0000716414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006010119,0.000005475336,0.9977372,0.000007010198,0.00001129161,0.0001527488,0.0000264258,0.00003062513,0.0006507368,0.000004552896,0.00002703741,0.001286891],"study_design_scores_gemma":[0.000004226588,0.00005950985,0.9975012,0.00000452527,0.00001834598,0.001674429,0.000145289,0.000119374,0.0003089945,0.00001213493,0.0001497958,0.000002196955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994398,0.0002887257,0.00004335561,0.00001703526,0.000002269021,0.000002136838,0.0000599644,0.000001675684,0.0001451008],"genre_scores_gemma":[0.9997821,0.00007443877,0.00002783569,0.000005220365,0.00000318572,0.000002288674,0.00006880404,6.306105e-7,0.00003545131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001928235,"threshold_uncertainty_score":0.00383395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288699046621788,"score_gpt":0.302669429074493,"score_spread":0.2797824386082751,"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."}}