{"id":"W4406448442","doi":"10.1016/j.ypat.2013.12.027","title":"10.1016/j.ypat.2013.12.027","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; Radiology; Pathology; 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":[0.0006375676,0.001246871,0.000546966,0.00197867,0.0009264691,0.002994602,0.001085643,0.003286469,0.8817117],"category_scores_gemma":[0.001491293,0.0004393701,0.0007465311,0.0008936207,0.0009005943,0.00203077,0.001310058,0.001592992,0.8267986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061523,"about_ca_system_score_gemma":0.001360698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005777,"about_ca_topic_score_gemma":0.00287976,"domain_scores_codex":[0.9996692,0.00002874377,0.00002800614,0.0001016353,0.00009317584,0.00007924974],"domain_scores_gemma":[0.9992177,0.0001578847,0.000120141,0.000051619,0.0001467135,0.0003057433],"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":[0.0003163761,0.0003269012,0.008808972,0.0005248319,0.00005356109,0.0006580165,0.0001127152,0.0003279588,0.0009547359,0.005153283,0.2594604,0.7233022],"study_design_scores_gemma":[0.00008728646,0.0001507637,0.007500326,0.001143983,0.00007964077,0.005790267,0.0003193902,0.0004345211,0.0007173643,0.005896674,0.97784,0.00003978116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009225591,0.02064373,0.004530769,0.01156559,0.003338087,0.0001680644,0.006036865,0.002777451,0.9417139],"genre_scores_gemma":[0.02596558,0.008200063,0.003513697,0.003181322,0.001165495,0.0001141451,0.003322939,0.0005008071,0.9540359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1182883,"threshold_uncertainty_score":0.1687239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007216016557226495,"score_gpt":0.1964065931641403,"score_spread":0.1891905766069138,"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."}}