{"id":"W4392466912","doi":"10.1007/s12022-024-09806-3","title":"Uncommon Mimicker of a High-Grade Thyroid Carcinoma: Solitary Thyroid Metastasis of Gastrointestinal Stromal Tumor (GIST)","year":2024,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"GiST; Medicine; Metastasis; Thyroid carcinoma; Thyroid; Stromal tumor; Stromal cell; Pathology; Oncology; Internal medicine; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002591506,0.0003742624,0.0009215535,0.000467476,0.00004414235,0.00001099972,0.0002137415,0.00002293719,0.000250648],"category_scores_gemma":[0.0003483133,0.0002956343,0.0003632902,0.0003845377,0.0004723834,0.00007857595,0.0002220772,0.0005315809,0.0000595487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302321,"about_ca_system_score_gemma":0.0003233575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007827913,"about_ca_topic_score_gemma":0.00005427204,"domain_scores_codex":[0.9971939,0.0002142258,0.0007167635,0.0005845767,0.0004815486,0.0008090409],"domain_scores_gemma":[0.9984369,0.0003136709,0.0001457481,0.0005909165,0.0001987286,0.0003140107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002549521,0.002824389,0.2826589,0.002044593,0.0005012483,0.1441845,0.0002505534,0.00004025829,0.5491232,0.008494186,0.005465474,0.00186321],"study_design_scores_gemma":[0.00970614,0.03791111,0.4251465,0.001272406,0.001332473,0.2737508,0.0009385484,0.0007990923,0.2450701,0.002951455,0.0005583192,0.000563091],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929435,0.003083245,0.0004085541,0.00162172,0.0001215616,0.0004863614,0.0003184127,0.0001071125,0.0009095515],"genre_scores_gemma":[0.9724875,0.00002312678,0.02667746,0.00004666553,0.0001456496,0.000062356,0.0001599624,0.00005695734,0.0003403378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040531,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179728832528723,"score_gpt":0.2977161199887687,"score_spread":0.2759188316634815,"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."}}