{"id":"W2000234800","doi":"10.1177/0194599813520136","title":"Trans‐Oral Brush Biopsies and Quantitative PCR for EBV DNA Detection and Screening of Nasopharyngeal Carcinoma","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Toronto General Hospital; University of Toronto","funders":"","keywords":"Nasopharyngeal carcinoma; Medicine; Otorhinolaryngology; Polymerase chain reaction; Internal medicine; Real-time polymerase chain reaction; Biopsy; Radiation therapy; Oncology; Gastroenterology; Surgery; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878479,0.0001129657,0.0004484271,0.00009547119,0.00009734047,0.000003939487,0.00002476147,0.00008991701,0.000006157812],"category_scores_gemma":[0.0001105294,0.00009842808,0.0000451388,0.000067081,0.0002448114,0.0000542639,0.00002031172,0.00008461646,3.539255e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008061395,"about_ca_system_score_gemma":0.00001675088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178303,"about_ca_topic_score_gemma":0.0003088364,"domain_scores_codex":[0.9993122,0.00005281711,0.0001752275,0.0002170902,0.00005843819,0.0001842711],"domain_scores_gemma":[0.9995107,0.0002152816,0.00005483679,0.00008231383,0.00007107684,0.0000657752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004344391,0.0001243045,0.4140913,0.001537389,0.0004069779,0.0000213951,0.006757367,0.000001348454,0.4802581,0.003150646,0.0002682701,0.08903841],"study_design_scores_gemma":[0.004490816,0.004611142,0.9535686,0.00008456152,0.000187404,0.0001305558,0.000444955,0.002643706,0.03004011,0.0002345881,0.003411175,0.0001523989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922391,0.001816382,0.004445872,0.0006183713,0.00008854765,0.0003230134,0.00001389576,0.00002252476,0.00043235],"genre_scores_gemma":[0.9960082,0.00009442172,0.003522395,0.0002071502,0.00005836366,0.00003910999,0.000005522233,0.00001386078,0.00005102947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394772,"threshold_uncertainty_score":0.401378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03382375992724571,"score_gpt":0.2992552073270594,"score_spread":0.2654314473998137,"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."}}