{"id":"W2153527654","doi":"10.1089/thy.2015.0114","title":"Immunohistochemical Subcellular Localization of Protein Biomarkers Distinguishes Benign from Malignant Thyroid Nodules: Potential for Fine-Needle Aspiration Biopsy Clinical Application","year":2015,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Thyroid nodules; Medicine; Biomarker; Biopsy; Malignancy; Fine-needle aspiration; Immunohistochemistry; Thyroid; Pathology; Radiology; Surgical pathology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002068185,0.0003852535,0.0003349188,0.0007335299,0.0001208794,0.0005902157,0.0003043541,0.0004383783,0.0008756337],"category_scores_gemma":[0.003084943,0.0001782132,0.0002118991,0.0003117806,0.0003309551,0.0003289965,0.0002635666,0.0002623413,0.000243603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886475,"about_ca_system_score_gemma":0.000349374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003713021,"about_ca_topic_score_gemma":0.0006807265,"domain_scores_codex":[0.9995301,0.0001970763,0.00004247621,0.00008501024,0.0001151535,0.00003036269],"domain_scores_gemma":[0.9985822,0.0006302478,0.0002700899,0.0001124761,0.0002925438,0.000112322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337847,0.0002483763,0.6285888,0.0001948563,0.0001329606,0.000439572,0.00009989009,0.002091567,0.2525249,0.0003685598,0.0005704241,0.1134023],"study_design_scores_gemma":[0.0001506152,0.002515726,0.7800282,0.0001084826,0.0004415547,0.005741368,0.0004223303,0.05769753,0.1441065,0.002502268,0.006222132,0.0000633497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662467,0.005072078,0.02567339,0.0006600043,0.00003844798,0.0001135418,0.0001753391,0.0001886659,0.001831839],"genre_scores_gemma":[0.9878374,0.0005995205,0.01117894,0.0000835173,0.00001894342,0.00002364997,0.00011652,0.000005670181,0.0001357712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002068185,"threshold_uncertainty_score":0.01093775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912955679426053,"score_gpt":0.3015967415638152,"score_spread":0.2724671847695546,"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."}}