{"id":"W4406501246","doi":"10.1016/j.ysur.2014.02.087","title":"10.1016/j.ysur.2014.02.087","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Indeterminate; Thyroid nodules; Thyroid; Radiology; Pediatrics; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006985425,0.0009822471,0.0004762607,0.001672542,0.0009094966,0.002429724,0.0008524579,0.002879218,0.8785968],"category_scores_gemma":[0.001818904,0.0003830204,0.0005751975,0.0007458794,0.0007859254,0.001982023,0.001187923,0.001350101,0.8061781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008648909,"about_ca_system_score_gemma":0.001309202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645145,"about_ca_topic_score_gemma":0.002641026,"domain_scores_codex":[0.9996979,0.00002715708,0.00002699901,0.00008666857,0.00008279514,0.0000784451],"domain_scores_gemma":[0.999068,0.0001882516,0.0001431128,0.00005236975,0.0001781163,0.000370098],"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":[0.0003307754,0.0003188141,0.009897267,0.0005283001,0.00004492065,0.0005433162,0.0001544054,0.0002780375,0.0007725315,0.005144991,0.2597281,0.7222585],"study_design_scores_gemma":[0.00008287103,0.0001884578,0.01081396,0.001288855,0.00006920411,0.004853334,0.0005032227,0.0004125924,0.0006154281,0.006271592,0.9748592,0.00004144008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01093564,0.01759516,0.003577653,0.01198197,0.003096567,0.0001476687,0.004900252,0.002080454,0.9456846],"genre_scores_gemma":[0.02965421,0.006972956,0.002776678,0.003068221,0.001042338,0.0001032837,0.002832739,0.0003965747,0.9531529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1214032,"threshold_uncertainty_score":0.1731669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005612351106590497,"score_gpt":0.1953586313792594,"score_spread":0.1897462802726689,"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."}}