{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005327457,0.0005566857,0.0004151586,0.000896399,0.0008655636,0.001822849,0.0007844843,0.001103415,0.2676861],"category_scores_gemma":[0.00133995,0.0001961849,0.0005134309,0.0007158772,0.0003274769,0.0008268227,0.001272243,0.001252362,0.168154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358592,"about_ca_system_score_gemma":0.00216301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004033202,"about_ca_topic_score_gemma":0.004641077,"domain_scores_codex":[0.9996153,0.00004967698,0.00004151039,0.00006274694,0.0001617939,0.00006898945],"domain_scores_gemma":[0.9994673,0.0000508572,0.00004099912,0.00006599695,0.0002484173,0.0001264717],"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":[0.0001579214,0.00004480929,0.001268061,0.0008142154,0.00002741105,0.0008891965,0.00009855117,0.0001567803,0.00218484,0.009161571,0.5980214,0.3871752],"study_design_scores_gemma":[0.00001101908,0.00001761813,0.0004333333,0.0001215082,0.000007567124,0.0007499167,0.00002482095,0.00001840201,0.0002740754,0.0008249795,0.9975132,0.000003552787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004296765,0.05173524,0.004085704,0.02052126,0.01463977,0.0003128944,0.01452209,0.001634225,0.8882521],"genre_scores_gemma":[0.04270173,0.04706484,0.005117462,0.01496198,0.007475529,0.000232194,0.02126785,0.0006941899,0.8604841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7323139,"threshold_uncertainty_score":0,"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."}}