{"id":"W2796405139","doi":"10.1002/hed.25160","title":"Investigation of thyroid nodules: A practical algorithm and review of guidelines","year":2018,"lang":"en","type":"review","venue":"Head & Neck","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; McGill University; Jewish General Hospital; University of Toronto","funders":"","keywords":"Thyroid nodules; Overdiagnosis; Medicine; Malignancy; Radiology; Nodule (geology); Thyroid; Subclinical infection; 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":[0.007049018,0.001937759,0.002867656,0.01827236,0.00104946,0.002660238,0.003544174,0.002763038,0.003804603],"category_scores_gemma":[0.01895558,0.001031716,0.002825841,0.01183523,0.0009963305,0.004167297,0.002067479,0.002839165,0.0015195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005040292,"about_ca_system_score_gemma":0.01169562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00616824,"about_ca_topic_score_gemma":0.01470136,"domain_scores_codex":[0.9950621,0.00137586,0.001907645,0.0003509087,0.001161817,0.0001417541],"domain_scores_gemma":[0.9917829,0.003141182,0.001493597,0.0001812988,0.003132651,0.0002684082],"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":[0.00008054938,0.00009787076,0.001710076,0.09876697,0.0005112831,0.0006981024,0.0005051477,0.001253619,0.0004226233,0.006036004,0.1269203,0.7629974],"study_design_scores_gemma":[0.0001152217,0.0001267393,0.004675841,0.3866709,0.002267185,0.003432168,0.0007603926,0.001559675,0.0002940306,0.01207325,0.5878982,0.0001262836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005188264,0.9708447,0.00382803,0.01920708,0.001750374,0.0007883405,0.000535332,0.0001059796,0.002421318],"genre_scores_gemma":[0.003531074,0.9616208,0.02819603,0.003996386,0.0006799777,0.000531188,0.0007298899,0.00001855251,0.0006959891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01827236,"threshold_uncertainty_score":0.03727925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1670996203999353,"score_gpt":0.4439907764682908,"score_spread":0.2768911560683556,"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."}}