{"id":"W3132818524","doi":"10.1111/cyt.12964","title":"Pre‐operative diagnosis of a Brunner's gland hamartoma by endoscopic ultrasound‐guided fine needle aspiration","year":2021,"lang":"en","type":"article","venue":"Cytopathology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hamartoma; Mucin; Fine-needle aspiration; Endoscopic ultrasound; Radiology; Immunohistochemistry; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002991773,0.0007404131,0.0005085533,0.001536225,0.001026158,0.0007357411,0.0005493182,0.002023426,0.001421308],"category_scores_gemma":[0.00290842,0.0005710546,0.0007489638,0.0004363808,0.001451048,0.001459318,0.0008721981,0.001752214,0.0005529043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007360016,"about_ca_system_score_gemma":0.0005939314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180753,"about_ca_topic_score_gemma":0.00360186,"domain_scores_codex":[0.9997478,0.00002461486,0.00003634484,0.0000418167,0.00006305419,0.00008631318],"domain_scores_gemma":[0.9987325,0.0005457432,0.0001310232,0.0001363854,0.00008529528,0.0003690972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001040837,0.00003232518,0.01336955,0.00004269984,0.000007559847,0.976528,0.0002428621,0.0000905507,0.006300991,0.0001934748,0.000118571,0.002969213],"study_design_scores_gemma":[0.000007208049,0.00008186619,0.01023364,0.00001665187,0.0000153438,0.9856848,0.0002087596,0.0002516772,0.002750279,0.0001566706,0.0005758504,0.00001736422],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801214,0.003385933,0.005691852,0.001283129,0.0003444408,0.0000728435,0.00006907796,0.0001721308,0.008859214],"genre_scores_gemma":[0.997245,0.0005011306,0.001369208,0.00022085,0.0001448096,0.000007547088,0.00002840402,0.00001030287,0.0004729153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002180753,"threshold_uncertainty_score":0.00534004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190792073775806,"score_gpt":0.317621089067342,"score_spread":0.2957131683295839,"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."}}