{"id":"W2102814989","doi":"10.4021/gr246w","title":"Clinical Benefits of Biochemical Markers of Fibrosis in Egyptian Children With Chronic Liver Diseases","year":2011,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cirrhosis; Liver biopsy; Laminin; Fibrosis; Gastroenterology; Biopsy; Internal medicine; Chronic liver disease; Liver disease; Type IV collagen; Hepatic fibrosis; Pathology; Extracellular matrix; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000635302,0.000431395,0.0002553478,0.0008492233,0.0002011478,0.0004152615,0.0001589069,0.0003360432,0.0007639956],"category_scores_gemma":[0.003192925,0.0001285063,0.0001753191,0.0005109559,0.0002967856,0.0003144674,0.0003057577,0.000399563,0.0001068739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003307463,"about_ca_system_score_gemma":0.0003690632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275929,"about_ca_topic_score_gemma":0.002762523,"domain_scores_codex":[0.9996243,0.0001410258,0.00004772872,0.00005987569,0.00007368685,0.00005343718],"domain_scores_gemma":[0.998044,0.0005844206,0.0007807769,0.00005709473,0.0002752638,0.0002584422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257732,0.0000123176,0.9954386,0.00002153218,0.00000977073,0.0001301172,0.00004610107,0.00004476159,0.0001843237,0.00001165669,0.00007070869,0.003904363],"study_design_scores_gemma":[0.000006941073,0.0001334011,0.9980532,0.0000222552,0.00002682399,0.0008945504,0.0001705053,0.0001595471,0.0002507993,0.00002345027,0.0002549824,0.00000360407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961213,0.002609632,0.0001028072,0.0001673452,0.000008059925,0.000005646953,0.000192806,0.00001053319,0.0007818707],"genre_scores_gemma":[0.999263,0.0003647713,0.0001944742,0.00001877702,0.000008671233,0.000003852771,0.00009485928,0.000001156031,0.00005036252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002275929,"threshold_uncertainty_score":0.004525363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06100141551891246,"score_gpt":0.3419069194594584,"score_spread":0.280905503940546,"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."}}