{"id":"W1932946942","doi":"10.1186/1742-6413-2-12","title":"Fine-needle aspiration of the thyroid: an overview.","year":2005,"lang":"en","type":"article","venue":"CytoJournal","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"University of Pennsylvania","keywords":"Medicine; Thyroid nodules; Thyroid; Differential diagnosis; Fine-needle aspiration; Cytology; Fine needle aspiration cytology; Radiology; Pathology; General surgery; Biopsy; 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":[0.001146097,0.001133568,0.0008974903,0.004978451,0.0003593966,0.00116531,0.0008321417,0.001683864,0.002835589],"category_scores_gemma":[0.0007971609,0.0003766806,0.0004678988,0.002035319,0.0004912321,0.002929866,0.0006423867,0.001201052,0.005154473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091552,"about_ca_system_score_gemma":0.0006801857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309889,"about_ca_topic_score_gemma":0.003217576,"domain_scores_codex":[0.9995919,0.00007147378,0.00005954428,0.00007241499,0.0001678184,0.00003685884],"domain_scores_gemma":[0.9993591,0.0001895803,0.00005469406,0.00002370247,0.0002231885,0.0001498569],"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":[0.0001586112,0.0001750325,0.005432922,0.002835318,0.00009453423,0.004202605,0.00009885641,0.00025773,0.004130448,0.0009006135,0.04209802,0.9396152],"study_design_scores_gemma":[0.0000726922,0.0007610087,0.02696182,0.002496258,0.0002475955,0.1521218,0.0003453677,0.001537719,0.003245517,0.003774383,0.8083213,0.0001146317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002363624,0.9789656,0.007133457,0.002007715,0.0009876448,0.0000448896,0.00007820833,0.0002320047,0.008186894],"genre_scores_gemma":[0.01240299,0.9667941,0.0103914,0.002332817,0.002841949,0.00005629329,0.0004175757,0.00003599364,0.004726875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004978451,"threshold_uncertainty_score":0.00948602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509974760201585,"score_gpt":0.3318320785236653,"score_spread":0.2808346025035068,"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."}}