{"id":"W4392001340","doi":"10.3748/wjg.v30.i7.742","title":"Diagnostic and therapeutic role of endoscopic ultrasound in liver diseases: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"World Journal of Gastroenterology","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic ultrasound; Meta-analysis; Cochrane Library; Hepatology; MEDLINE; Radiology; Liver biopsy; Systematic review; Internal medicine; Fine-needle aspiration; Liver abscess; Biopsy; Gastroenterology; Surgery; Abscess","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003609642,0.0003203048,0.007642885,0.001127416,0.00001708536,0.00001267674,0.00008146143,0.00006032546,0.0001682335],"category_scores_gemma":[0.0002005752,0.0001739705,0.001545486,0.0004744251,0.0001046901,0.00003139669,0.00003989575,0.0003689501,0.000004018869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007335735,"about_ca_system_score_gemma":0.00006222071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001374949,"about_ca_topic_score_gemma":0.0001123068,"domain_scores_codex":[0.9975397,0.000548486,0.001356214,0.0002129994,0.0001565083,0.0001861208],"domain_scores_gemma":[0.9978045,0.0008094583,0.0009468472,0.000240795,0.00007558216,0.0001228259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002482855,0.0002780301,0.007372381,0.705794,0.2851323,0.0004391541,0.00004025296,3.156103e-7,5.981216e-8,0.00002668336,0.00002849015,0.0008635149],"study_design_scores_gemma":[0.0003148137,0.0006179242,0.0005935742,0.04384094,0.9510953,0.002300661,0.00001025374,8.908935e-7,1.465047e-8,0.00003274031,0.001146132,0.00004670827],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001379797,0.9986851,0.0000117859,0.0000827956,0.00003428322,0.000979491,0.00004950126,0.000003204919,0.00001585817],"genre_scores_gemma":[0.0159065,0.9835561,0.00004813411,0.0002012336,0.00002024051,0.00009937963,0.000009514147,0.00002100728,0.0001379124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6659631,"threshold_uncertainty_score":0.709431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903703172332204,"score_gpt":0.3263732994043465,"score_spread":0.2973362676810244,"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."}}