{"id":"W4389339336","doi":"10.21569/2222-7415-2023-13-4-44-55","title":"THE VALUE OF ULTRASONIC STUDY USED AS A COMPONENT OF THE MCGILL THYROID NODULE SCORE+ (MTNS)","year":2023,"lang":"en","type":"article","venue":"Russian Electronic Journal of Radiology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nodule (geology); Thyroid; Value (mathematics); Medicine; Internal medicine; Biology; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001009975,0.0004404843,0.0004887524,0.001424809,0.0002357981,0.000811574,0.0004543982,0.0005063004,0.001511597],"category_scores_gemma":[0.005293422,0.000134053,0.0004617036,0.0007172997,0.0003865879,0.0005460802,0.0004753603,0.0005195118,0.0002717548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800867,"about_ca_system_score_gemma":0.0007340075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003343914,"about_ca_topic_score_gemma":0.004323863,"domain_scores_codex":[0.9992012,0.000218045,0.00009635669,0.0001229828,0.0002920588,0.00006937215],"domain_scores_gemma":[0.9979114,0.0007606227,0.0004284538,0.00008531696,0.0004418301,0.0003722766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000519752,0.0000434943,0.9713359,0.00009134215,0.0001336099,0.0002979857,0.0001086314,0.0002270292,0.00178991,0.0001459611,0.0004542809,0.02485208],"study_design_scores_gemma":[0.00003505944,0.0007888164,0.989091,0.00008781641,0.000410527,0.002512092,0.0004771923,0.002310882,0.001308178,0.000633713,0.00230314,0.00004168557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742423,0.008488541,0.002238288,0.00137318,0.0003097029,0.00007510932,0.0008941563,0.00006453844,0.01231405],"genre_scores_gemma":[0.9966108,0.0007470625,0.001368757,0.00007002756,0.0001388476,0.00001793616,0.0003730482,0.000005136816,0.0006682742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003343914,"threshold_uncertainty_score":0.006648898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124072459581617,"score_gpt":0.2707803549758794,"score_spread":0.2595396303800633,"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."}}