{"id":"W4406518516","doi":"10.1016/j.yend.2014.02.012","title":"10.1016/j.yend.2014.02.012","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; Thyroid nodules; Thyroid; Cytology; Fine needle aspiration cytology; Pathology; Radiology; 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":[0.0006435994,0.0008572768,0.0004303045,0.001171929,0.0008800413,0.002273619,0.000857727,0.002781477,0.8664321],"category_scores_gemma":[0.001624558,0.0003423693,0.0004898674,0.0005715085,0.0007457628,0.001824501,0.001069683,0.001387261,0.7471486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009787155,"about_ca_system_score_gemma":0.001247737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572411,"about_ca_topic_score_gemma":0.003115002,"domain_scores_codex":[0.9997447,0.00002482573,0.00002056811,0.00006806776,0.00006721332,0.0000745948],"domain_scores_gemma":[0.9992188,0.0001626871,0.0001067117,0.00004051325,0.0001379377,0.0003332483],"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":[0.0004409702,0.0003365366,0.01303346,0.000512468,0.00004957221,0.0007816916,0.0001736661,0.0002766504,0.000769263,0.007049756,0.2905933,0.6859827],"study_design_scores_gemma":[0.00008387666,0.0001593932,0.01025758,0.001277819,0.00005634001,0.004953767,0.0005114836,0.0002606716,0.0004881701,0.005470179,0.9764455,0.00003523621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0114192,0.01959096,0.002076143,0.0139703,0.002641357,0.00009481268,0.004215738,0.001197764,0.9447937],"genre_scores_gemma":[0.02850379,0.007673137,0.002258283,0.002768503,0.0007549697,0.00008225949,0.002461371,0.0002527308,0.955245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1335679,"threshold_uncertainty_score":0.1905184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005768902443978561,"score_gpt":0.1969438346499107,"score_spread":0.1911749322059321,"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."}}