{"id":"W4389725586","doi":"10.1089/ct.2023;35.505-507","title":"Radio-Frequency Ablation for Low-Risk Thyroid Cancer Results in Excellent Long-Term Outcomes","year":2023,"lang":"en","type":"article","venue":"Clinical Thyroidology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Thyroid cancer; Thyroid; Grossman; General surgery; Endocrine system; Gerontology; Internal medicine; Library science; Oncology; Hormone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001459827,0.0003178788,0.00108791,0.0002543769,0.0001021198,0.00001557002,0.0001971723,0.0004100701,0.00008195051],"category_scores_gemma":[0.001787079,0.0002520113,0.0005024046,0.0004295972,0.0002099709,0.00007308643,0.00008543426,0.000453844,0.0002373357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862783,"about_ca_system_score_gemma":0.000241754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203219,"about_ca_topic_score_gemma":0.0008816536,"domain_scores_codex":[0.9963995,0.0002810903,0.001494864,0.0009046783,0.0002382319,0.0006815998],"domain_scores_gemma":[0.9956308,0.002880276,0.0004005858,0.0006989818,0.0001247058,0.0002646242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347453,0.000779675,0.9666999,0.00006888941,0.0002706114,0.0001279772,0.0001614725,0.0001207668,0.0001808252,0.0002782143,0.01172074,0.01824345],"study_design_scores_gemma":[0.01683819,0.001745312,0.9776809,0.0001244786,0.0002395094,0.00000781491,0.00003307777,0.0001991307,0.0001992061,0.001833235,0.0008611902,0.0002379452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800265,0.003508935,0.0001162556,0.01174376,0.002214965,0.001600807,0.0002348106,0.0001980405,0.0003558964],"genre_scores_gemma":[0.9749605,0.01989483,0.0003544163,0.001000964,0.0009435085,0.0009579344,0.0003564452,0.00005866628,0.001472748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800551,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142257718925161,"score_gpt":0.4370180326187475,"score_spread":0.3227922607262314,"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."}}