{"id":"W2598732660","doi":"10.1186/s40463-017-0200-8","title":"Thyroid incidentalomas on 18FDG-PET/CT: A metabolico-pathological correlation","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Incidentaloma; Malignancy; Thyroid; Radiology; Positron emission tomography; Standardized uptake value; Pathological; Thyroid cancer; Nuclear medicine; Pathology; Internal medicine","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":[0.0008278957,0.0002557127,0.0002522312,0.001921448,0.0003120765,0.0006312889,0.0003726302,0.0003336991,0.002210744],"category_scores_gemma":[0.006256022,0.0002366919,0.0002052541,0.001321679,0.0005744754,0.0005209364,0.0005668513,0.0004238846,0.0003479425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910075,"about_ca_system_score_gemma":0.0003415968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225211,"about_ca_topic_score_gemma":0.001635724,"domain_scores_codex":[0.9994516,0.0001075846,0.0001048885,0.00006860179,0.0001638273,0.000103582],"domain_scores_gemma":[0.9949805,0.001655141,0.001941088,0.0002770466,0.0007278449,0.0004184715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004957702,0.000007789329,0.9961855,0.000009583541,0.000006327656,0.002037592,0.00002195997,0.00002175834,0.0003724976,0.00001681372,0.00004018064,0.001230534],"study_design_scores_gemma":[0.00000496368,0.00006963866,0.9532067,0.00002206163,0.00004113675,0.0448805,0.0002814194,0.0002833274,0.0006993742,0.00006727176,0.0004378427,0.000005764068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959267,0.001651715,0.0003854303,0.000103322,0.00001395557,0.00001972823,0.000154138,0.00001341377,0.001731433],"genre_scores_gemma":[0.9991701,0.0003517613,0.0002779909,0.00001564562,0.00002115673,0.000004290535,0.00009262912,0.00000209451,0.00006434517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002210744,"threshold_uncertainty_score":0.007395625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953907543461075,"score_gpt":0.3033545178277248,"score_spread":0.273815442393114,"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."}}