{"id":"W4400192899","doi":"10.1136/gutjnl-2024-bsg.226","title":"P144 Role of the endoscopic ultrasound (EUS) in diagnosing Focal Liver Lesions (FLL); Meta-Analysis and Systematic Review","year":2024,"lang":"en","type":"article","venue":"Poster presentations","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Endoscopic ultrasound; Radiology; Medicine; Ultrasound; Systematic review; Pathology; MEDLINE; Chemistry","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01481773,0.002690888,0.01364964,0.007985395,0.0006226063,0.003420299,0.002289569,0.003130273,0.007989877],"category_scores_gemma":[0.04339825,0.001193953,0.02700663,0.008697589,0.00081326,0.002130824,0.001505347,0.001622707,0.0005514291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670662,"about_ca_system_score_gemma":0.005234847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006426437,"about_ca_topic_score_gemma":0.01196197,"domain_scores_codex":[0.9892918,0.004997092,0.002944085,0.001056456,0.001304513,0.0004061046],"domain_scores_gemma":[0.97152,0.0224913,0.003281196,0.0005662392,0.001903291,0.0002379215],"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":[0.0009086981,0.00002086715,0.003913657,0.7297718,0.2482279,0.0001704782,0.00008552375,0.0003395273,0.0001561402,0.0002183359,0.001644898,0.01454206],"study_design_scores_gemma":[0.0005844538,0.0001872925,0.005375345,0.1042155,0.8828278,0.0001867341,0.0000926147,0.000329106,0.0001642533,0.0005170612,0.005481618,0.00003812568],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001702584,0.9961666,0.0003875234,0.0004060874,0.0001882756,0.0002574316,0.0006138547,0.00002079059,0.0002567754],"genre_scores_gemma":[0.08492369,0.9074844,0.002161401,0.001663885,0.0006409526,0.001650034,0.001011438,0.00003130435,0.0004328488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9863504,"threshold_uncertainty_score":0.07836455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337033636823601,"score_gpt":0.3281503887074367,"score_spread":0.2847800523392007,"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."}}