{"id":"W4401222272","doi":"10.1097/med.0000000000000877","title":"Epidemiologic changes in thyroid disease","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Endocrinology Diabetes and Obesity","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Overdiagnosis; Thyroid cancer; Disease; Levothyroxine; Thyroid; Thyroid disease; Incidence (geometry); Asymptomatic; Thyroid nodules; Pediatrics; Intensive care medicine; Pathology; Internal medicine","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":[0.001206229,0.0007775601,0.001704145,0.003144361,0.0002004168,0.00113909,0.0007893231,0.0008472363,0.005574139],"category_scores_gemma":[0.004705806,0.0002814069,0.001505754,0.004742946,0.0003630949,0.001087683,0.000777413,0.001231087,0.000998686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000849,"about_ca_system_score_gemma":0.002562999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004474538,"about_ca_topic_score_gemma":0.005779474,"domain_scores_codex":[0.9992705,0.0001816345,0.0001822814,0.0001335625,0.000181383,0.00005067703],"domain_scores_gemma":[0.9980335,0.00106691,0.0004232321,0.00004287586,0.0003726411,0.00006095052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000153697,0.00003095439,0.002970239,0.1401669,0.00153051,0.0001958454,0.0001644773,0.0004360264,0.0003137459,0.00274321,0.05972216,0.7915722],"study_design_scores_gemma":[0.00004506531,0.0001052567,0.01820053,0.1000323,0.003130183,0.002840621,0.0002845584,0.000159419,0.000240125,0.002191958,0.8727138,0.00005614012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001240207,0.9984809,0.00005900195,0.0004403897,0.0003164142,0.00000667014,0.0001412876,0.000005798102,0.0004255121],"genre_scores_gemma":[0.00108624,0.998103,0.00007148728,0.0002764213,0.0002323369,0.000007251653,0.0001086524,0.000001630539,0.0001129102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005574139,"threshold_uncertainty_score":0.01864737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09362975601586519,"score_gpt":0.3992701552393892,"score_spread":0.305640399223524,"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."}}