{"id":"W4214694136","doi":"10.1097/mcg.0000000000001680","title":"Efficacy, Feasibility, and Safety of Endoscopic Ultrasound-guided Fine-needle Biopsy for the Diagnosis of Gastrointestinal Subepithelial Lesions","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsy; Endoscopy; MEDLINE; Complication; Needle biopsy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04148745,0.0009730519,0.00425608,0.002200405,0.0004174419,0.002565938,0.001342276,0.002682659,0.001357588],"category_scores_gemma":[0.1076621,0.0005942174,0.01085832,0.00169665,0.001704532,0.002694218,0.0009380267,0.001652352,0.00020149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238738,"about_ca_system_score_gemma":0.001655071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000563876,"about_ca_topic_score_gemma":0.0006557157,"domain_scores_codex":[0.9691515,0.01581453,0.007989062,0.00183616,0.004833314,0.0003755257],"domain_scores_gemma":[0.8795083,0.08539571,0.02613605,0.002478856,0.005723008,0.000758221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1392616,0.001414581,0.09345205,0.2759784,0.1701428,0.0004249446,0.0007846825,0.002054946,0.002194947,0.0008662457,0.002017226,0.3114076],"study_design_scores_gemma":[0.03882964,0.04871136,0.2120022,0.1059317,0.5667567,0.00258778,0.0008879044,0.003758009,0.004786088,0.003421835,0.01190158,0.0004252564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1394418,0.8540159,0.00148877,0.001140059,0.0005712133,0.0007723417,0.0005385231,0.00002140391,0.002009937],"genre_scores_gemma":[0.8734111,0.1203692,0.002269802,0.00129754,0.0009298914,0.0008936378,0.0006016733,0.00002070061,0.0002064984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04148745,"threshold_uncertainty_score":0.2194092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227089316948106,"score_gpt":0.412436591286005,"score_spread":0.2897276595911944,"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."}}