{"id":"W3208099436","doi":"10.1038/s41379-021-00949-w","title":"Gastrointestinal stromal tumors (GISTs) arising in uncommon locations: clinicopathologic features and risk assessment of esophageal, colonic, and appendiceal GISTs","year":2021,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"GiST; Rectum; Esophagus; Mitotic index; Gastroenterology; Medicine; Stomach; Pathology; Internal medicine; Mitosis; Stromal cell; Biology","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":[0.0006410201,0.000224489,0.0005934731,0.000186091,0.00009694156,0.00002793454,0.00007424936,0.00005738079,0.00001955204],"category_scores_gemma":[0.0006430518,0.000201107,0.00006278092,0.0001546289,0.0004286931,0.00006002388,0.0001920232,0.0006410765,0.000002172496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093165,"about_ca_system_score_gemma":0.0003295975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001657507,"about_ca_topic_score_gemma":0.0004311295,"domain_scores_codex":[0.9978114,0.0004289436,0.0004816968,0.0005797316,0.0002436724,0.0004545223],"domain_scores_gemma":[0.9987597,0.000323414,0.0002203184,0.0003366709,0.0001488693,0.0002110318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002384068,0.0005981621,0.9758174,0.0001280768,0.00001915411,0.01630707,0.0001017893,0.00008488837,0.003572979,0.0002675214,0.00001251085,0.002852078],"study_design_scores_gemma":[0.002569742,0.002340415,0.9451177,0.0003028886,0.00008319753,0.0443818,0.0002139224,0.003179364,0.0003128143,0.00140052,0.000001932199,0.0000957357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948839,0.001848766,0.001918228,0.0005863754,0.00002332739,0.0003553627,0.00004686439,0.00002901381,0.0003081688],"genre_scores_gemma":[0.9619364,0.0002220274,0.03756808,0.00005813193,0.00002589714,0.00003493157,0.00006595881,0.00001931108,0.0000692727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03564985,"threshold_uncertainty_score":0.8200904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235901176400523,"score_gpt":0.3398126667482756,"score_spread":0.3174536549842704,"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."}}