{"id":"W3044719469","doi":"10.14740/jocmr4260","title":"Examination of Malignant Findings of Thyroid Nodules Using Thyroid Ultrasonography","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Saitama Medical University","keywords":"Medicine; Thyroid nodules; Echogenicity; Nodule (geology); Thyroid; Thyroglobulin; Thyroid carcinoma; Radiology; Thyroid cancer; Pathology; Ultrasonography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005098,0.0002352794,0.0002349538,0.00129643,0.0002527449,0.0003000445,0.0002185167,0.0002628446,0.001046336],"category_scores_gemma":[0.002240803,0.000140437,0.0002114103,0.0005604802,0.0003646917,0.0003458437,0.0002959021,0.0001952801,0.0002076632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960091,"about_ca_system_score_gemma":0.0002964338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313137,"about_ca_topic_score_gemma":0.001388706,"domain_scores_codex":[0.999658,0.00006289323,0.00006330942,0.00004142429,0.0001126955,0.00006163625],"domain_scores_gemma":[0.9988355,0.0002893458,0.0004563798,0.00005555635,0.0001962242,0.0001670397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002565451,0.000006981209,0.9968647,0.00001022983,0.000007755386,0.0007321978,0.000053867,0.00001287154,0.0008203449,0.000006037781,0.00003563397,0.001423725],"study_design_scores_gemma":[0.000004408537,0.0001348691,0.9794009,0.00001625828,0.00003657921,0.01844719,0.0003334559,0.0001730937,0.0009428097,0.00002662834,0.0004786271,0.000005224643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985088,0.0004638709,0.0001544301,0.00002797294,0.000005503,0.000008101648,0.00006873096,0.000006485208,0.0007560734],"genre_scores_gemma":[0.999545,0.0001361144,0.0001478356,0.00001670837,0.000009873247,0.000002913132,0.00007268578,0.000001285946,0.00006745711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001313137,"threshold_uncertainty_score":0.003500342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3183895574798967,"score_gpt":0.511414320331711,"score_spread":0.1930247628518142,"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."}}