{"id":"W2397740658","doi":"","title":"Value of thyroid incidentalomas on positron emission tomographic scans among thyroidectomy patients.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Malignancy; Radiology; Positron emission tomography; Thyroidectomy; Nodule (geology); Indeterminate; Thyroid cancer; Biopsy; Retrospective cohort study; Thyroid; Nuclear medicine; Fine-needle aspiration; Standardized uptake value; Surgery; 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":[0.0005635754,0.000186357,0.0001972569,0.0006095626,0.0002962866,0.0004049392,0.0002763628,0.0004442912,0.001767212],"category_scores_gemma":[0.006428544,0.000191824,0.0001552556,0.0003059311,0.0004721959,0.0004568578,0.0002973534,0.0003399194,0.0002321902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193218,"about_ca_system_score_gemma":0.0002603549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007456,"about_ca_topic_score_gemma":0.002658559,"domain_scores_codex":[0.9996182,0.0001061133,0.00004349397,0.00006095537,0.0001001725,0.00007106215],"domain_scores_gemma":[0.9973828,0.0009650099,0.0009958615,0.000140628,0.0002256597,0.0002899471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006080326,0.000007473001,0.9983854,0.000003481491,0.000005662827,0.0003433115,0.00002058813,0.00002395965,0.0001609345,0.000007747833,0.00003471801,0.0009458279],"study_design_scores_gemma":[0.000006304389,0.000107117,0.9930015,0.000006393746,0.00002723282,0.005877102,0.00014984,0.0003403867,0.0002671043,0.00002931815,0.0001826005,0.000005119565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991573,0.0002225951,0.00005299631,0.00004355875,0.000004916237,0.000003462189,0.00005835673,0.000003051193,0.0004538147],"genre_scores_gemma":[0.9998367,0.00003045763,0.00003470756,0.000009284747,0.000006058005,0.000001931027,0.00004217937,6.667661e-7,0.00003807923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002007456,"threshold_uncertainty_score":0.005911946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156131576479001,"score_gpt":0.2079583786592574,"score_spread":0.1923452210113573,"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."}}