{"id":"W4285742326","doi":"","title":"Molecular Testing for Thyroid Nodules of Indeterminate Cytology: A Health Technology Assessment.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thyroid nodules; Indeterminate; Grading (engineering); Medicine; Thyroid cancer; Thyroid; Systematic review; Cytology; Christian ministry; MEDLINE; Medical physics; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08934525,0.001579768,0.006681715,0.01983158,0.000862722,0.005997245,0.003561653,0.004305068,0.002997512],"category_scores_gemma":[0.2743173,0.001447881,0.01490631,0.0140685,0.002323672,0.004206822,0.003892698,0.003409663,0.0004231014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04335143,"about_ca_system_score_gemma":0.05824129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1182103,"about_ca_topic_score_gemma":0.1531866,"domain_scores_codex":[0.8862273,0.05254061,0.0221415,0.004716373,0.03269273,0.001681501],"domain_scores_gemma":[0.7295865,0.1585388,0.05490104,0.004890393,0.04958228,0.002500884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009553535,0.00005947625,0.01322939,0.6723006,0.02844598,0.0001152888,0.0006687595,0.001655925,0.0004198201,0.003816891,0.01381498,0.2645175],"study_design_scores_gemma":[0.001661919,0.0009774145,0.04401268,0.8071319,0.08624282,0.0004938575,0.0004263847,0.002741207,0.0004751777,0.005317528,0.05030711,0.0002118402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001529788,0.9822218,0.001286609,0.01013524,0.0004356332,0.001106241,0.002028409,0.00004102193,0.001215259],"genre_scores_gemma":[0.1392249,0.8130401,0.02297001,0.0149006,0.00115887,0.005040403,0.003174654,0.0000431037,0.0004472838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1182103,"threshold_uncertainty_score":0.4725085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522375542851277,"score_gpt":0.3098293870874965,"score_spread":0.2746056316589838,"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."}}