{"id":"W4389956017","doi":"10.1148/radiol.231656","title":"Individual Participant Data Meta-Analysis of LR-5 in LI-RADS Version 2018 versus Revised LI-RADS for Hepatocellular Carcinoma Diagnosis","year":2023,"lang":"en","type":"review","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Ottawa; Ottawa Hospital; Queen's University; Juravinski Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Hepatocellular carcinoma; Radiology; Meta-analysis; Diagnostic accuracy; BI-RADS; Nuclear medicine; Confidence interval; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04032876,0.002771261,0.01126168,0.004259911,0.0007580839,0.003461069,0.002496646,0.00254236,0.003618958],"category_scores_gemma":[0.08240297,0.001134158,0.05233886,0.005136379,0.0008463782,0.002070679,0.001600739,0.002782471,0.0003534025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611719,"about_ca_system_score_gemma":0.001765885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216403,"about_ca_topic_score_gemma":0.006552571,"domain_scores_codex":[0.9648347,0.02271394,0.005818195,0.004116405,0.001897055,0.0006197105],"domain_scores_gemma":[0.9214013,0.06464097,0.007472761,0.003449603,0.002564389,0.0004710235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008359259,0.0000280211,0.02063317,0.05401349,0.9054887,0.0001187526,0.00006533593,0.001243306,0.0002570842,0.0003241079,0.0008615588,0.008607375],"study_design_scores_gemma":[0.001045912,0.0002580793,0.007236358,0.002708271,0.9862554,0.00008698328,0.00001947835,0.0005696631,0.0001584078,0.0004748644,0.001165272,0.0000213335],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04080023,0.9428804,0.007622515,0.001058279,0.0006644058,0.0006445055,0.00484584,0.0001678076,0.00131605],"genre_scores_gemma":[0.8470469,0.1288627,0.01171966,0.002282754,0.0007419518,0.002850263,0.00517098,0.0002002549,0.001124529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04032876,"threshold_uncertainty_score":0.2132814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7221724505708589,"score_gpt":0.4324979710375437,"score_spread":0.2896744795333152,"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."}}