{"id":"W4414280124","doi":"10.1016/j.jasc.2025.07.020","title":"Comparison of Fine Needle Aspiration Versus Core Needle Biopsy for Assessing Liver Masses: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of the American Society of Cytopathology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Yukon University","funders":"","keywords":"Fine-needle aspiration; Core biopsy; Biopsy; Fine needle biopsy; Core (optical fiber)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318261,0.0003432472,0.01196386,0.0002163731,0.00006814785,0.00001409587,0.0002715581,0.0001501816,0.00001943409],"category_scores_gemma":[0.0004130693,0.0001873846,0.008017705,0.001178233,0.0003311188,0.00005856251,0.00008257438,0.0003250405,3.505073e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100404,"about_ca_system_score_gemma":0.0003861014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001536076,"about_ca_topic_score_gemma":0.000001399009,"domain_scores_codex":[0.9967712,0.0005792542,0.00194574,0.0002143342,0.0003181993,0.0001712595],"domain_scores_gemma":[0.9908645,0.001156743,0.006942568,0.0004679949,0.0005012923,0.0000669674],"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":[0.00005120697,0.0002466839,0.001759009,0.8740899,0.1145548,0.00001303676,0.0002841915,9.401946e-7,0.00002202279,0.00001222243,0.0008010993,0.008164937],"study_design_scores_gemma":[0.0004383298,0.0008999212,0.00005393263,0.02316004,0.9724735,0.0001937331,0.0003934145,0.00009993527,0.00001134559,0.000003933233,0.002141865,0.0001300326],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005268845,0.99617,0.001133965,0.0003997358,0.00005824347,0.001622765,0.00006333341,0.000004391633,0.00002062284],"genre_scores_gemma":[0.003945115,0.9827822,0.01264655,0.0002741129,0.00004336378,0.00008896833,0.00003324541,0.00002420234,0.0001622268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8579187,"threshold_uncertainty_score":0.8178253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3404676038956845,"score_gpt":0.4445818932108848,"score_spread":0.1041142893152002,"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."}}