{"id":"W4237933515","doi":"10.1002/9781119013143.ch50","title":"Thyroid","year":2015,"lang":"en","type":"other","venue":"","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; Radiation therapy; Thyroid lymphoma; Medullary thyroid cancer; Oncology; Pathology; Papillary thyroid cancer; Cancer research; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006033899,0.0005404734,0.0005237891,0.001262751,0.001341788,0.002019075,0.0008476877,0.00123239,0.1692373],"category_scores_gemma":[0.001484163,0.0002643626,0.0007801492,0.001138902,0.0005715927,0.0009283724,0.001515244,0.001194816,0.1035581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983668,"about_ca_system_score_gemma":0.002586291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006091387,"about_ca_topic_score_gemma":0.007093059,"domain_scores_codex":[0.9996274,0.00004538214,0.00003724101,0.00007554943,0.0001420754,0.00007236191],"domain_scores_gemma":[0.999508,0.000048808,0.00004249213,0.00009131197,0.0002041167,0.0001051614],"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":[0.00032934,0.00008744635,0.004130644,0.001574238,0.00006779638,0.002159373,0.0003000709,0.0002598958,0.006840284,0.01787774,0.3707535,0.5956197],"study_design_scores_gemma":[0.00001974396,0.00003709019,0.001232702,0.0001537703,0.00002024675,0.00284524,0.00007327677,0.00003363318,0.0007440707,0.00164866,0.9931836,0.000008005412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009487733,0.08069311,0.007221622,0.009367223,0.006077774,0.0004403513,0.01164816,0.002098401,0.8729656],"genre_scores_gemma":[0.11885,0.07032335,0.009674517,0.01238673,0.003309168,0.000390127,0.01819168,0.0008780202,0.7659965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8307627,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996069723133664,"score_gpt":0.2904079156886259,"score_spread":0.2704472184572893,"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."}}