{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244955,0.0001247559,0.0004486601,0.0002541962,0.00002030965,0.000002085628,0.0001666958,0.00009267516,0.000315183],"category_scores_gemma":[0.00006143456,0.00009217318,0.0001412767,0.0001841389,0.0007927628,0.0000378187,0.0001422317,0.0002584922,0.00001124061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006891275,"about_ca_system_score_gemma":0.0001486489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004345953,"about_ca_topic_score_gemma":0.0001467785,"domain_scores_codex":[0.9981973,0.0002614695,0.0003830595,0.0003575921,0.0003407235,0.0004598362],"domain_scores_gemma":[0.9989946,0.0001139179,0.00008019357,0.0003831481,0.0001694444,0.0002586239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007491933,0.002907451,0.9872233,0.00009806678,0.0004344604,0.0000400033,0.00006256282,0.000001169511,0.00008119415,0.0000206057,0.000428089,0.00121121],"study_design_scores_gemma":[0.004205408,0.007656068,0.9862735,0.0002700641,0.0001671501,0.00001984191,0.00002780124,0.00001071628,0.001322357,0.000007384316,0.00000177654,0.00003797638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980783,0.001048508,0.000001553738,0.0001144911,0.00001548524,0.0005328888,0.0000997016,0.000007997597,0.0001010598],"genre_scores_gemma":[0.9987898,0.0006689103,0.0003079553,0.00003509273,0.00004480746,0.00006884967,0.00005792049,0.00001563025,0.000011016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004748617,"threshold_uncertainty_score":0.3758713,"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."}}