{"id":"W2516209658","doi":"10.1089/thy.2016.0064","title":"Management of Invasive Differentiated Thyroid Cancer","year":2016,"lang":"en","type":"review","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Cancer Institute","keywords":"Medicine; Thyroid cancer; Esophagus; Papillary thyroid cancer; Thyroid; Disease; Cancer; Submucosa; Stage (stratigraphy); Surgery; Radiology; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003366298,0.0004151856,0.0003419891,0.0005804615,0.0008068363,0.0007372782,0.0006727813,0.0009517669,0.002226524],"category_scores_gemma":[0.001273222,0.0001366135,0.0003930018,0.0004925845,0.0004349932,0.0005608225,0.001073739,0.001310749,0.0009469742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224738,"about_ca_system_score_gemma":0.001506729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624983,"about_ca_topic_score_gemma":0.002361175,"domain_scores_codex":[0.9997341,0.00004331633,0.00003705254,0.0000308191,0.00009266852,0.00006196487],"domain_scores_gemma":[0.9996316,0.0000649547,0.00009614168,0.00001203816,0.00006565866,0.0001295067],"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":[0.0003527447,0.0003486174,0.1383976,0.003352131,0.000123961,0.1025923,0.002456457,0.002865103,0.01041551,0.001876919,0.04975546,0.6874631],"study_design_scores_gemma":[0.0002482531,0.001892725,0.15957,0.003894688,0.0002934098,0.5051653,0.004666013,0.002875264,0.00336272,0.0089733,0.3089549,0.0001033615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3282959,0.4456946,0.01716775,0.06622954,0.003035756,0.000693425,0.0005672861,0.0006196607,0.1376962],"genre_scores_gemma":[0.863319,0.1041014,0.008533969,0.01058408,0.006182991,0.0002626227,0.000959095,0.00006030922,0.005996503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002226524,"threshold_uncertainty_score":0.008886158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300239091714524,"score_gpt":0.3471017423901397,"score_spread":0.3040993514729944,"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."}}