{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008201107,0.0003121914,0.0003508879,0.0004149922,0.0001458044,0.0003277683,0.0002838579,0.0002902217,0.001004907],"category_scores_gemma":[0.002296051,0.0002920604,0.0001473965,0.0001986087,0.0002521002,0.000295641,0.0002394445,0.0002330463,0.0002989079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346344,"about_ca_system_score_gemma":0.0003153175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266488,"about_ca_topic_score_gemma":0.001859786,"domain_scores_codex":[0.9993686,0.0001807904,0.00005271276,0.0001231878,0.0002291901,0.00004553381],"domain_scores_gemma":[0.9994066,0.0002138012,0.0001059051,0.00005243999,0.0001472422,0.00007405005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003154725,0.0004203796,0.7637204,0.0001678164,0.0001227875,0.0005786926,0.0003677749,0.0003981919,0.165427,0.00003909926,0.0001464178,0.06545671],"study_design_scores_gemma":[0.0002607131,0.007492925,0.903389,0.00003433016,0.0001719964,0.005709335,0.0005103998,0.005519351,0.07561435,0.00004853815,0.001224715,0.00002444472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968546,0.0005423756,0.002128101,0.00001123522,0.000008287665,0.00005603254,0.00004328088,0.00002408213,0.0003320213],"genre_scores_gemma":[0.99492,0.0002337554,0.004253456,0.00002742474,0.0000127854,0.00005948574,0.0001052698,0.000003926254,0.0003839654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001266488,"threshold_uncertainty_score":0.004337251,"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."}}