{"id":"W4406511272","doi":"10.1016/j.ysur.2016.03.104","title":"10.1016/j.ysur.2016.03.104","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; Papillary thyroid cancer; Lymph node; Thyroid cancer; Thyroid; Cancer; Oncology; Lymph; Radiology; Internal medicine; Pathology","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":[0.0007138232,0.001045074,0.0004687528,0.001787149,0.0009715813,0.002674818,0.0009006046,0.002916095,0.8683828],"category_scores_gemma":[0.001868925,0.0003819242,0.0006159903,0.0007556579,0.0008295686,0.002006861,0.001218331,0.001397001,0.801231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009389342,"about_ca_system_score_gemma":0.001474368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029991,"about_ca_topic_score_gemma":0.002913147,"domain_scores_codex":[0.9997003,0.0000273159,0.00002863031,0.00008481287,0.0000806784,0.00007833024],"domain_scores_gemma":[0.9991424,0.0001743128,0.0001312414,0.00005083544,0.0001661669,0.00033505],"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":[0.0003039769,0.0003137445,0.01031873,0.0005913371,0.00004577504,0.0006158422,0.0001676782,0.0002468162,0.0006114367,0.004710416,0.2801817,0.7018925],"study_design_scores_gemma":[0.00008706761,0.000186161,0.01109685,0.001597034,0.00007666028,0.005499708,0.0005957517,0.0004381182,0.0005650494,0.006841005,0.9729747,0.00004196829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01073096,0.02123922,0.003170024,0.01231094,0.003600397,0.0001649869,0.005199188,0.002065492,0.9415188],"genre_scores_gemma":[0.03421327,0.008860263,0.002529321,0.00308829,0.001248989,0.0001269042,0.003007206,0.0004567423,0.9464689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1316172,"threshold_uncertainty_score":0.187736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006504981029402104,"score_gpt":0.1987111370288221,"score_spread":0.19220615599942,"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."}}