{"id":"W4388517342","doi":"10.1055/s-0043-1765291","title":"Diagnostic Accuracy and Safety of Endoscopic Ultrasound-Guided End-Cutting Fine-Needle Biopsy (FNB) Needles For Tissue Sampling of Abdominal and Mediastinal Lymphadenopathies: A Prospective Multicentre Series","year":2023,"lang":"en","type":"article","venue":"Endoscopy","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Endoscopic ultrasound; Radiology; Biopsy; Sampling (signal processing); Fine needle biopsy; Endoscopy; Prospective cohort study; Adverse effect; Surgery; Fine-needle aspiration; Internal medicine","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":[0.002290831,0.0003730157,0.0006400693,0.001190227,0.0004006546,0.0009907349,0.0004573223,0.0007404545,0.001491679],"category_scores_gemma":[0.01125741,0.0003861783,0.0008430929,0.0008094335,0.0008647153,0.0009783589,0.0005591835,0.000435932,0.0003966515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005101166,"about_ca_system_score_gemma":0.0003664304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006685561,"about_ca_topic_score_gemma":0.000590805,"domain_scores_codex":[0.9968034,0.000978785,0.00061944,0.0007249032,0.0006472657,0.0002261564],"domain_scores_gemma":[0.99098,0.00350889,0.003192692,0.0009163482,0.0009258987,0.000476091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007028988,0.0001176462,0.9922593,0.00008138797,0.0001771177,0.0003145443,0.0001499011,0.00006873401,0.0004965603,0.00002928495,0.00006667166,0.005535868],"study_design_scores_gemma":[0.00006155144,0.001251048,0.9922459,0.00005483957,0.0003088704,0.004336728,0.0002505453,0.0005141533,0.0004463956,0.00007034055,0.0004354978,0.00002417489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976441,0.001744862,0.0002308086,0.00002060125,0.000009394902,0.00001721752,0.0000804032,0.000003401667,0.0002491827],"genre_scores_gemma":[0.9993507,0.0003211032,0.0001220366,0.00002483082,0.00001845967,0.000009272123,0.0001079464,0.000003407564,0.00004234923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002290831,"threshold_uncertainty_score":0.01211524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266976918513719,"score_gpt":0.3121013214691662,"score_spread":0.289431552284029,"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."}}