{"id":"W2901198245","doi":"10.1053/j.gastro.2018.11.020","title":"Accuracy of the Liver Imaging Reporting and Data System in Computed Tomography and Magnetic Resonance Image Analysis of Hepatocellular Carcinoma or Overall Malignancy—A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":329,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital; Juravinski Hospital; McMaster University; University of Ottawa; Dalhousie University; Hamilton Health Sciences","funders":"","keywords":"Malignancy; Medicine; Magnetic resonance imaging; Hepatocellular carcinoma; Radiology; Meta-analysis; Retrospective cohort study; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008829121,0.001149206,0.006949107,0.006597718,0.0003777117,0.002423024,0.001901744,0.001592527,0.002197144],"category_scores_gemma":[0.04304576,0.001115595,0.0112835,0.007914622,0.0009379154,0.002272873,0.00152538,0.001333524,0.0002201703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002213802,"about_ca_system_score_gemma":0.006021135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483801,"about_ca_topic_score_gemma":0.03364736,"domain_scores_codex":[0.9915196,0.002141952,0.004034553,0.0009583526,0.001155634,0.0001899141],"domain_scores_gemma":[0.9687787,0.02257857,0.006180058,0.0005045462,0.001754419,0.0002037122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004892471,0.00003302196,0.01115723,0.8498802,0.07515977,0.0001146606,0.0002334211,0.0003028447,0.0002704374,0.0002959086,0.002213387,0.05984986],"study_design_scores_gemma":[0.0005549206,0.0002825012,0.02217906,0.393797,0.5641266,0.0004767079,0.0003551431,0.0003408019,0.0003213629,0.0004823751,0.01695304,0.000130504],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00130382,0.9979115,0.000106391,0.0001043157,0.0000815278,0.00005695392,0.0003077112,0.000005399887,0.0001223036],"genre_scores_gemma":[0.03327524,0.9647297,0.0008035224,0.0005309328,0.00009641628,0.0000983108,0.0003933717,0.000007820096,0.00006461777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01483801,"threshold_uncertainty_score":0.04669338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07620650190140643,"score_gpt":0.3041901490816193,"score_spread":0.2279836471802129,"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."}}