{"id":"W2217341838","doi":"10.1089/thy.2015.0300","title":"Cost-Effectiveness of Diagnostic Lobectomy Versus Observation for Thyroid Nodules &gt;4 cm","year":2015,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Thyroid nodules; Medicine; Thyroid cancer; Confidence interval; Thyroid; Quality-adjusted life year; Biopsy; Life expectancy; Papillary thyroid cancer; Cost effectiveness; Radiology; Surgery; Internal medicine; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004785239,0.0002502578,0.0005404857,0.00009861352,0.00005471844,0.00001682258,0.0001250253,0.0001087378,0.00001793111],"category_scores_gemma":[0.001467737,0.000212467,0.0001851661,0.0002435007,0.00008605052,0.0001345327,0.00004529115,0.0000930613,0.00004959799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004195719,"about_ca_system_score_gemma":0.0002472875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001447456,"about_ca_topic_score_gemma":0.00004893701,"domain_scores_codex":[0.9985158,0.00009403846,0.0003288869,0.0003686317,0.0003594016,0.0003332548],"domain_scores_gemma":[0.9965057,0.00220532,0.0001621042,0.0004617056,0.0004246357,0.0002405268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06975102,0.01322578,0.4702127,0.004841488,0.004625171,0.0003125523,0.004271656,0.002736221,0.2032517,0.0344764,0.1021825,0.0901128],"study_design_scores_gemma":[0.07680883,0.01579458,0.5269121,0.0009702893,0.00172541,0.00003391015,0.0005519535,0.0005008031,0.3363857,0.002307776,0.03719465,0.0008139667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864315,0.006596295,0.001200979,0.0005998778,0.0007680485,0.002945916,0.0001241467,0.000110031,0.001223185],"genre_scores_gemma":[0.9959726,0.0003928204,0.001616455,0.00009991951,0.0002722296,0.00121037,0.0002756067,0.0000495395,0.0001104584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133134,"threshold_uncertainty_score":0.8664153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180023474529801,"score_gpt":0.3504361264288616,"score_spread":0.2324337789758815,"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."}}