{"id":"W1992085684","doi":"10.1002/hed.20333","title":"Risk of malignancy in Filipinos with thyroid nodules—A matched pair analysis","year":2005,"lang":"en","type":"article","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Thyroid nodules; Malignancy; Medicine; Thyroid; Internal medicine; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001052731,0.0001753897,0.0006037326,0.000215227,0.0000257046,0.000006426111,0.00006328242,0.00006435551,0.0003319673],"category_scores_gemma":[0.00001594953,0.0001261516,0.000188025,0.0007102599,0.0000404161,0.0000557576,0.00001816047,0.0001238641,0.00005347672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377899,"about_ca_system_score_gemma":0.00006961939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181644,"about_ca_topic_score_gemma":0.004327515,"domain_scores_codex":[0.9987843,0.00004151467,0.0003470869,0.00031195,0.0002537567,0.0002613914],"domain_scores_gemma":[0.9991585,0.0000509512,0.0001405021,0.0004748193,0.00006121842,0.0001139894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002914818,0.0009156103,0.9904467,0.00005205332,0.0007352112,0.00005513284,0.0004200648,0.0005692517,0.000311201,0.00005109382,0.001327177,0.004824965],"study_design_scores_gemma":[0.003820947,0.0007102078,0.9843605,0.0001984172,0.001279632,0.00000893365,0.0001094522,0.0003447627,0.006794688,0.00001747496,0.002225046,0.0001299375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936208,0.003163453,0.00004272645,0.001698048,0.00001802009,0.0003425275,0.00004239165,0.00003709966,0.001035006],"genre_scores_gemma":[0.9955508,0.000701152,0.00283985,0.0002596744,0.00008285296,0.00008744722,0.00003712727,0.00002048243,0.0004205897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006483487,"threshold_uncertainty_score":0.5144314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009606710989041678,"score_gpt":0.260020129162613,"score_spread":0.2504134181735713,"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."}}