{"id":"W4252656401","doi":"10.1002/9780471420194.tnmm48","title":"Thyroid","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Thyroid; Thyroid cancer; Follicular thyroid cancer; Anaplastic thyroid cancer; Follicular cell; Thyroid lymphoma; Radiation therapy; Medullary thyroid cancer; Oncology; Pathology; Papillary thyroid cancer; Internal medicine; Cancer research; Thyroiditis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001885607,0.0002270924,0.0004476324,0.00009752688,0.00003018083,0.00001210429,0.0001151279,0.0001938822,0.01649595],"category_scores_gemma":[0.0000253131,0.000170079,0.0001345112,0.0000236145,0.00005215995,0.000008915885,0.00003981786,0.0001566143,0.0007685099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006813322,"about_ca_system_score_gemma":0.000116476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003077731,"about_ca_topic_score_gemma":0.000642317,"domain_scores_codex":[0.9992619,0.000006669134,0.00009698435,0.0002766226,0.0001749163,0.0001829757],"domain_scores_gemma":[0.998874,0.00001119107,0.0001586347,0.0008131416,0.0000184203,0.0001245853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001634489,0.0003704937,0.0002740908,0.00006505033,0.0002067034,0.0001661447,0.000005999168,1.512635e-8,0.00001209888,0.00003042066,0.9771082,0.02174448],"study_design_scores_gemma":[0.001317302,0.0002303291,0.002174243,0.0009005105,0.0002518103,0.00002312143,0.000002716545,0.000001307104,0.00003240422,0.00001181433,0.9949076,0.0001468187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006104435,0.01658352,0.000003044005,0.001494467,0.0003852881,0.0003864475,0.003439348,0.0002454414,0.9774014],"genre_scores_gemma":[0.0003295452,0.00583039,0.001023399,0.0005113456,0.002162763,0.00004719107,0.002622702,0.0003795578,0.9870931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02159767,"threshold_uncertainty_score":0.9877896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475881652601975,"score_gpt":0.3315995716863176,"score_spread":0.3068407551602979,"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."}}