{"id":"W2995240932","doi":"10.1093/cid/ciz1181","title":"Prediction of Esophageal Varices by Liver Stiffness and Platelets in Persons With Human Immunodeficiency Virus Infection and Compensated Advanced Chronic Liver Disease","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Instituto de Salud Carlos III; Servicio Andaluz de Salud","keywords":"Cirrhosis; Esophageal varices; Chronic liver disease; Platelet; Human immunodeficiency virus (HIV); Varices; Liver disease","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":[0.0008818633,0.0003949887,0.0003129146,0.0006903269,0.0003428638,0.0004251366,0.0002945393,0.0004674818,0.00109866],"category_scores_gemma":[0.00269345,0.0002018161,0.000384884,0.0004185319,0.0002238904,0.0003703352,0.0004297102,0.0004503269,0.0002921807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448982,"about_ca_system_score_gemma":0.000194644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548099,"about_ca_topic_score_gemma":0.002132712,"domain_scores_codex":[0.9997001,0.0001054351,0.00003720942,0.00006245793,0.00005507673,0.00003977836],"domain_scores_gemma":[0.9990128,0.000404774,0.0002555522,0.00006781663,0.00009725444,0.0001616569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000129483,0.00002075688,0.9991438,0.000002720099,0.00001023326,0.00001515397,0.00001500498,0.00003864773,0.00005463344,0.000001848137,0.00002090848,0.0005466169],"study_design_scores_gemma":[0.00001119822,0.0001460107,0.9986175,0.000005320346,0.00001879072,0.0001114886,0.00007189677,0.0008842493,0.0000629703,0.00001054282,0.00005793471,0.000002025851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996216,0.00007300133,0.00005339089,0.00001248589,0.000002873576,0.000007057871,0.00009870168,0.000001431216,0.000129415],"genre_scores_gemma":[0.9996598,0.00003086631,0.00006217407,0.000005970802,0.00000439141,0.000006204136,0.0001845116,4.589612e-7,0.00004566355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001548099,"threshold_uncertainty_score":0.004663825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979204305382073,"score_gpt":0.294171188013421,"score_spread":0.2743791449596003,"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."}}