{"id":"W4406417448","doi":"10.1016/j.ysur.2013.02.108","title":"10.1016/j.ysur.2013.02.108","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; Dissection (medical); Thyroglobulin; Papillary thyroid cancer; Lymph node; Thyroid cancer; Radiology; Cancer; Thyroid; 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":[0.0008210928,0.001214504,0.00057933,0.002067788,0.001033459,0.002801759,0.0009382612,0.003231133,0.891691],"category_scores_gemma":[0.001785222,0.000430087,0.0006680336,0.0008406494,0.0009330568,0.002233931,0.00143439,0.001527961,0.836601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009472945,"about_ca_system_score_gemma":0.001438706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692468,"about_ca_topic_score_gemma":0.00272279,"domain_scores_codex":[0.9996687,0.00002995493,0.00002859518,0.00009889298,0.0000890376,0.00008485986],"domain_scores_gemma":[0.9991475,0.0001771324,0.0001241474,0.00005464307,0.0001678621,0.0003287577],"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":[0.000257504,0.0003077059,0.007655992,0.0005289618,0.00004029223,0.0005302473,0.0001420523,0.0002295985,0.0006267264,0.004833005,0.257606,0.7272419],"study_design_scores_gemma":[0.00007866736,0.0001719771,0.008496293,0.001438556,0.00006820764,0.004756907,0.0004656715,0.0003894211,0.0005738374,0.006351392,0.9771675,0.00004150083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008156856,0.01877492,0.00330739,0.01045706,0.002980836,0.0001563351,0.004498748,0.002347082,0.9493209],"genre_scores_gemma":[0.0242022,0.007766791,0.002519513,0.003002448,0.001036678,0.0001159285,0.002502419,0.0004456663,0.9584084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.108309,"threshold_uncertainty_score":0.1544896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006503674828686907,"score_gpt":0.195923362100674,"score_spread":0.189419687271987,"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."}}