{"id":"W2158792987","doi":"10.1309/ajcpkp2quvn4rccp","title":"Interobserver and Intraobserver Variation Among Experts in the Diagnosis of Thyroid Follicular Lesions With Borderline Nuclear Features of Papillary Carcinoma","year":2008,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":320,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Malignancy; Follicular carcinoma; Adenoma; Radiology; Carcinoma; Thyroid carcinoma; Follicular phase; Papillary carcinoma; Nuclear medicine; Pathology; Thyroid; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006006268,0.0001326784,0.0009300397,0.0000978865,0.00003092664,0.000002849144,0.0001291791,0.00007874876,0.00001357602],"category_scores_gemma":[0.0003319457,0.00007326962,0.0002069802,0.000212686,0.0008506578,0.00006830256,0.00003429806,0.0003024511,1.717261e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970457,"about_ca_system_score_gemma":0.00009067673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002784871,"about_ca_topic_score_gemma":0.00009088972,"domain_scores_codex":[0.9980083,0.0004618743,0.000973699,0.00017619,0.0002383247,0.0001416325],"domain_scores_gemma":[0.9977576,0.0007586596,0.0009488257,0.0002524637,0.0001815817,0.0001008278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008968255,0.0008520613,0.9848219,0.00001493372,0.0001412701,0.001082539,0.002355373,0.00001455438,0.0001450266,0.00005354037,0.0004319653,0.009189966],"study_design_scores_gemma":[0.002921544,0.01052555,0.9838502,0.0001476303,0.000205961,0.000862047,0.001086639,0.00000598501,0.0001564801,0.00002644529,0.0001464523,0.00006501777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952372,0.002008446,0.00001870501,0.002456395,0.0000640021,0.0001706892,0.000005312792,0.000002726431,0.00003648182],"genre_scores_gemma":[0.9914182,0.005977342,0.001641689,0.0008377031,0.0000945241,0.00001003608,0.00000276986,0.00001519535,0.000002522078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00967349,"threshold_uncertainty_score":0.3134284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429626176635879,"score_gpt":0.319773280330072,"score_spread":0.2854770185637132,"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."}}