{"id":"W2088749226","doi":"10.4021/gr2009.12.1327","title":"Study of Chronic Hepatopathy in Patients With Sickle Cell Disease","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Siderosis; Gastroenterology; Internal medicine; Liver function tests; Jaundice; Serology; Chronic liver disease; Hepatitis; Liver disease; Viral hepatitis; Cirrhosis; Liver function; Autoimmune hepatitis; Pathology; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003440578,0.0001141587,0.0002863102,0.0003419192,0.00005046257,0.000004615438,0.0001315835,0.00006103328,0.00004354625],"category_scores_gemma":[0.00003233159,0.0000837784,0.00003531328,0.0003176774,0.0001530112,0.00003958547,0.00005706113,0.0005514957,0.00001613601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009651572,"about_ca_system_score_gemma":0.0001209241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004729503,"about_ca_topic_score_gemma":0.00008293665,"domain_scores_codex":[0.9981275,0.000249908,0.0002526924,0.0002980475,0.0004825229,0.0005893745],"domain_scores_gemma":[0.9991845,0.0000210187,0.00004239194,0.0003627001,0.0001784591,0.0002108555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005056901,0.008272357,0.985066,0.00003957055,0.00001828473,0.0001930366,0.0004017163,0.00004875479,0.00005545325,0.000002870557,0.0001775327,0.0006675114],"study_design_scores_gemma":[0.01171753,0.02027217,0.967235,0.00005590353,0.00002418897,0.000002678123,0.0005349964,0.00007347712,0.000016234,0.00001406511,0.00001587127,0.00003787608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980088,0.0001179797,0.000004133453,0.0004627299,0.00002545218,0.001005988,0.000003735709,0.00001375578,0.0003574381],"genre_scores_gemma":[0.9996925,0.00002540961,0.00001423681,0.0001114132,0.00001937539,0.00002075334,0.00001482199,0.00001205198,0.00008942945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.017831,"threshold_uncertainty_score":0.3416384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463070972213054,"score_gpt":0.2936058098466409,"score_spread":0.2789751001245103,"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."}}