{"id":"W2142732772","doi":"10.2310/7070.2001.19652","title":"Brush Biopsy for Detection of Nasopharyngeal Cancer","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Nasopharyngeal cancer; Biopsy; Sampling (signal processing); Cancer; Cancer detection; Dermatology; Pathology; Surgery; Radiation therapy; Nasopharyngeal carcinoma; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007264633,0.0004178516,0.0008847538,0.001713781,0.0007558168,0.0006037606,0.000426033,0.0006658092,0.003654446],"category_scores_gemma":[0.001465848,0.000388954,0.0003716976,0.0006400845,0.0003906141,0.0007178204,0.0003687956,0.000658175,0.001908409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963247,"about_ca_system_score_gemma":0.0005493221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403252,"about_ca_topic_score_gemma":0.00752826,"domain_scores_codex":[0.9996049,0.00007253045,0.00003309339,0.00006364238,0.0001638904,0.00006194576],"domain_scores_gemma":[0.9996625,0.0001113295,0.00002381463,0.00004965972,0.0000867152,0.00006594534],"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":[0.003116819,0.0002888214,0.06545292,0.001187751,0.0001623786,0.009952046,0.0004659037,0.0002449457,0.6427183,0.0008721627,0.003667739,0.2718703],"study_design_scores_gemma":[0.000433332,0.007134025,0.3559546,0.000901307,0.0006855141,0.1119369,0.001830464,0.01038926,0.4336506,0.003318121,0.07356543,0.0002005235],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7766848,0.09093709,0.09640995,0.001231808,0.001475383,0.001311559,0.001229408,0.002274422,0.02844559],"genre_scores_gemma":[0.8926001,0.03066491,0.06576374,0.0007307266,0.0001893702,0.0002274502,0.0006914235,0.0001893671,0.008942912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003654446,"threshold_uncertainty_score":0.01222533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973637246898473,"score_gpt":0.3233155934638534,"score_spread":0.2935792209948686,"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."}}