{"id":"W4413827745","doi":"10.23950/jcmk/16388","title":"Microwave Ablation in the Treatment of Benign Thyroid Nodules. Case Report","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine of Kazakhstan","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Microwave ablation; Thyroid nodules; Ablation; Thyroid; Microwave; Medicine; Radiology; Computer science; Internal medicine; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002347978,0.001468867,0.0008243129,0.001622899,0.001775501,0.0008960429,0.0008349789,0.004154608,0.002514892],"category_scores_gemma":[0.001131035,0.0004926043,0.001149113,0.0008686648,0.001039452,0.001114702,0.0009437676,0.002482938,0.001482113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008827245,"about_ca_system_score_gemma":0.0006920446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844824,"about_ca_topic_score_gemma":0.00295277,"domain_scores_codex":[0.9996279,0.00005391137,0.00005214159,0.00007884242,0.00007199286,0.0001150793],"domain_scores_gemma":[0.9996763,0.00006867031,0.00008525905,0.00003448745,0.00001768906,0.0001176685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003574518,0.00007277448,0.002769711,0.00008528329,0.00001305379,0.9873149,0.0001266145,0.0001403901,0.001012473,0.0002199339,0.000960723,0.007248271],"study_design_scores_gemma":[0.000007326575,0.00003396084,0.001020335,0.00001467273,0.000009312816,0.9966933,0.00004099097,0.0001572529,0.0002538849,0.0001293961,0.001633886,0.000005693119],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7319283,0.1289685,0.03213836,0.0168474,0.003857767,0.001438926,0.0008058031,0.001218134,0.0827968],"genre_scores_gemma":[0.9635025,0.01424457,0.006109258,0.004100486,0.0031535,0.0001736977,0.0002349973,0.00006984851,0.008411173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004154608,"threshold_uncertainty_score":0.008413196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05968159519129246,"score_gpt":0.4356223375344715,"score_spread":0.375940742343179,"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."}}