{"id":"W4399694665","doi":"10.1210/clinem/dgae354","title":"Seven years of Non-invasive Follicular Thyroid Neoplasm with Papillary-like Nuclear Features (NIFTP): Rate of Acceptance and Variation of Diagnostic Approaches Across Different Continents","year":2024,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"","keywords":"Thyroid neoplasm; Medicine; Concordance; Thyroid carcinoma; Follicular phase; Context (archaeology); Thyroid; Radiology; Internal medicine; Geography","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":[0.003177577,0.0001521227,0.0002573627,0.001248042,0.0003960555,0.0006700743,0.0004978995,0.0006688531,0.0007699277],"category_scores_gemma":[0.01164146,0.0001886249,0.0003576023,0.001278095,0.0005986048,0.0008263832,0.001037273,0.0004600464,0.0002174928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004888328,"about_ca_system_score_gemma":0.0005165529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006531395,"about_ca_topic_score_gemma":0.00586035,"domain_scores_codex":[0.9970464,0.001125671,0.0003478202,0.0004417849,0.0007135105,0.0003249116],"domain_scores_gemma":[0.9826127,0.005164551,0.007324639,0.0009332972,0.002643623,0.001321096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003035417,0.0000122461,0.9968407,0.000007101621,0.00001538878,0.00009050526,0.0008532945,0.00002526559,0.0001650445,0.000006995629,0.00004243661,0.001910609],"study_design_scores_gemma":[7.332503e-7,0.0000496293,0.9981397,0.000004737027,0.000004334376,0.0002695457,0.001276484,0.00007463922,0.00005861188,0.000003988714,0.000114402,0.000003187957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994392,0.0001626916,0.00007820612,0.00005702017,0.000003833259,0.000004377188,0.00005644041,0.000003900882,0.0001943735],"genre_scores_gemma":[0.9996866,0.00007914168,0.00004722553,0.000022003,0.000004095431,0.000004611315,0.00008525659,0.000001537286,0.0000695781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006531395,"threshold_uncertainty_score":0.01680487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575332480561233,"score_gpt":0.3159911774994676,"score_spread":0.2902378526938553,"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."}}