{"id":"W4382519154","doi":"10.1007/978-3-031-28046-7_5","title":"Follicular Neoplasm","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Thyroid neoplasm; Thyroid carcinoma; Cytopathology; Pathology; Follicular phase; Thyroid; Bethesda system; Terminology; Radiology; Cytology; 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":[0.000103343,0.0003887939,0.0002403597,0.0007690932,0.00060676,0.0007661657,0.0004646929,0.0005497697,0.1031649],"category_scores_gemma":[0.0003133538,0.0001936326,0.0002718476,0.0004397685,0.0003280706,0.0006731863,0.0006595743,0.0009156225,0.04203038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805016,"about_ca_system_score_gemma":0.0005743341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299979,"about_ca_topic_score_gemma":0.009308535,"domain_scores_codex":[0.999936,0.000005893809,0.000002790359,0.00001094279,0.00003525682,0.000009126039],"domain_scores_gemma":[0.9999276,0.00001766216,0.00000404893,0.000009529847,0.00002599737,0.00001513125],"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":[0.00002923892,0.00005201695,0.0004626481,0.0002295638,0.000006288253,0.001453029,0.0001885826,0.0002261688,0.002376713,0.02003193,0.5479811,0.4269627],"study_design_scores_gemma":[0.000002543967,0.00001180687,0.0003375213,0.0000692316,0.000003099125,0.003352551,0.00003324183,0.0000456249,0.0002006835,0.002089318,0.9938519,0.000002332661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001393668,0.01802061,0.002249926,0.00145324,0.001882762,0.00006552428,0.0001837826,0.0002264721,0.974524],"genre_scores_gemma":[0.004831838,0.00804134,0.001287851,0.0008588303,0.0005541148,0.00002166881,0.0001528362,0.00004155246,0.9842099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1031649,"threshold_uncertainty_score":0.345121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893415483020209,"score_gpt":0.260818495504105,"score_spread":0.2318843406739029,"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."}}