{"id":"W2949004418","doi":"10.1016/j.gie.2019.03.419","title":"Su1218 SMALL GASTROINTESTINAL STROMAL TUMORS (GIST): A RETROSPECTIVE ANALYSIS OF EUS SURVEILLANCE","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"GiST; Medicine; Endoscopic ultrasound; Stromal tumor; Radiology; Stromal cell; Endoscopy; Natural history; Gastrointestinal tract; Fine-needle aspiration; Cancer; General surgery; Internal medicine; Biopsy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008080499,0.0007304228,0.001874137,0.00110446,0.0001091356,0.00006249217,0.0004560295,0.00004264784,0.001086071],"category_scores_gemma":[0.002086372,0.0006548027,0.0009161683,0.002308954,0.00046482,0.0001349739,0.0002311069,0.0008126603,0.0002779248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571106,"about_ca_system_score_gemma":0.000581653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007418856,"about_ca_topic_score_gemma":0.0001999379,"domain_scores_codex":[0.9946746,0.0002585108,0.001111398,0.001207659,0.001219372,0.00152851],"domain_scores_gemma":[0.9956618,0.0006731433,0.0006305069,0.001157851,0.001012325,0.000864362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002930319,0.0008355312,0.8895642,0.0001721911,0.0005332471,0.001529292,0.00002715533,0.0002223907,0.1035262,0.000463254,0.00008091165,0.0001153351],"study_design_scores_gemma":[0.003812838,0.01194885,0.9557559,0.001159241,0.0007368901,0.02107244,0.0002218697,0.003209107,0.001659236,0.00007828466,0.00001432742,0.0003309826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837047,0.00006290007,0.005663024,0.0003035878,0.00006132856,0.001135457,0.0002739605,0.000222667,0.008572345],"genre_scores_gemma":[0.8589039,0.000003626446,0.1395203,0.00005119754,0.00009472718,0.0000475074,0.0002505129,0.00007567601,0.001052511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338573,"threshold_uncertainty_score":0.9998271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663470824481755,"score_gpt":0.2788064453522904,"score_spread":0.2621717371074729,"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."}}