{"id":"W3212257223","doi":"10.1148/radiol.2021211244","title":"CT/MRI and CEUS LI-RADS Major Features Association with Hepatocellular Carcinoma: Individual Patient Data Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre Hospitalier de l’Université de Montréal; Queen's University; Foothills Medical Centre; University of Ottawa","funders":"Fonds de Recherche du Québec - Santé; Sichuan Province Science and Technology Support Program","keywords":"Medicine; Hepatocellular carcinoma; Radiology; Odds ratio; Logistic regression; Meta-analysis; Diagnostic odds ratio; Confidence interval; Cochrane Library; MEDLINE; Nuclear medicine; Diagnostic accuracy; 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":[0.02770753,0.002300947,0.01326955,0.005060116,0.000743716,0.003409672,0.002322698,0.002124244,0.003131132],"category_scores_gemma":[0.07266781,0.001191622,0.04205938,0.007200258,0.001066437,0.001792368,0.001596522,0.002236356,0.0003285646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820249,"about_ca_system_score_gemma":0.002630942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006388944,"about_ca_topic_score_gemma":0.01023448,"domain_scores_codex":[0.9752823,0.01358593,0.005858731,0.002769232,0.001922534,0.0005812792],"domain_scores_gemma":[0.9279023,0.05621125,0.008853826,0.003751374,0.002815419,0.0004658284],"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":[0.002425742,0.00001844061,0.01819707,0.1140174,0.8581452,0.00009946173,0.00006064604,0.0006010736,0.0001609773,0.0001448347,0.0006016331,0.005527465],"study_design_scores_gemma":[0.0004442331,0.0001394016,0.007563236,0.00739448,0.9826528,0.00008813113,0.00002608933,0.0003231349,0.0001055225,0.0003124389,0.0009320682,0.00001848827],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01772458,0.9752386,0.002802344,0.0005208864,0.0003129253,0.0005219923,0.002175513,0.00007010605,0.0006332005],"genre_scores_gemma":[0.6737564,0.3075592,0.008920732,0.002017814,0.0007245241,0.003077103,0.003003499,0.0001412636,0.0007994079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02770753,"threshold_uncertainty_score":0.1465332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1813458220246441,"score_gpt":0.3174830989992251,"score_spread":0.136137276974581,"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."}}