{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104753,0.000184572,0.0007082325,0.0001371435,0.0001560333,0.00000375244,0.0004092765,0.0000771573,0.00002088036],"category_scores_gemma":[0.0001244794,0.00009153358,0.0003879439,0.0004379135,0.0002187161,0.00003261264,0.00004961231,0.0005390727,0.00000915544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377819,"about_ca_system_score_gemma":0.0007299735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073576,"about_ca_topic_score_gemma":0.0001175359,"domain_scores_codex":[0.9976728,0.0003816298,0.000749646,0.0001806755,0.000420421,0.0005948405],"domain_scores_gemma":[0.9981136,0.0004827793,0.0007538971,0.0004729471,0.00008171159,0.00009505118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006282033,0.0089479,0.448317,0.0002071793,0.01559284,0.0004771963,0.004683495,0.002906315,0.1014977,0.3905946,0.01049245,0.01000131],"study_design_scores_gemma":[0.01199473,0.02379746,0.9200689,0.0002640705,0.001278659,0.003631206,0.001461047,0.0000792091,0.02533369,0.007341869,0.004543494,0.000205639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985198,0.007411411,0.000006702579,0.006314708,0.0003009625,0.0005487451,0.00001380798,0.00001141448,0.0001942434],"genre_scores_gemma":[0.9953034,0.004295749,0.00001188128,0.0001065751,0.0001186759,0.00001826331,0.000001907445,0.00002477399,0.0001188104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.471752,"threshold_uncertainty_score":0.3732631,"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."}}