{"id":"W4318200555","doi":"10.3389/fonc.2023.1032581","title":"Review: Improving quality of life in patients with differentiated thyroid cancer","year":2023,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Thyroid cancer; Quality of life (healthcare); Malignancy; Intensive care medicine; Disease; Cancer; Thyroid; Radiofrequency ablation; Surgery; General surgery; Ablation; Internal medicine; Nursing","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":[0.0005167634,0.0008081321,0.001519414,0.002024383,0.0002912034,0.000996819,0.0007464308,0.0008487696,0.005148281],"category_scores_gemma":[0.002598575,0.0002057271,0.001054266,0.002865562,0.000273825,0.0008480186,0.0005914625,0.001019105,0.001008729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007364205,"about_ca_system_score_gemma":0.001792394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002095597,"about_ca_topic_score_gemma":0.004069401,"domain_scores_codex":[0.9996239,0.00007947516,0.00008904091,0.00004831523,0.0001347692,0.00002455512],"domain_scores_gemma":[0.9991266,0.0005208838,0.0001530936,0.00001167994,0.0001568802,0.00003092759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007346853,0.00003047352,0.0002599484,0.1964481,0.0003917666,0.0001365066,0.00011439,0.0002327278,0.0003018064,0.001023854,0.06540978,0.7355772],"study_design_scores_gemma":[0.00004558716,0.0001210992,0.002550437,0.1230485,0.001294696,0.001582435,0.0001511422,0.00009250043,0.0001887696,0.001275263,0.869617,0.00003256858],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006124462,0.9989968,0.00002963605,0.0002140963,0.0001809481,0.000007261297,0.00004205393,0.000004185027,0.0004637751],"genre_scores_gemma":[0.0004269868,0.9991199,0.00004829041,0.0001549098,0.00008561619,0.000006637111,0.00003051616,7.781344e-7,0.0001263184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005148281,"threshold_uncertainty_score":0.01722276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0563657549071558,"score_gpt":0.3891232617706342,"score_spread":0.3327575068634784,"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."}}