{"id":"W1828914257","doi":"10.1002/hep.27706","title":"Hepatocyte buds derived from progenitor cells repopulate regions of parenchymal extinction in human cirrhosis","year":2015,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver physiology and pathology","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Biology; Progenitor cell; CD34; Hepatocyte; Cholangiocyte; Cell biology; Stem cell; Epithelial cell adhesion molecule; Pathology; Endocrinology; Cell adhesion molecule; Genetics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001730395,0.0001614441,0.0006067003,0.0001619896,0.00004525104,0.000001840566,0.00009940413,0.0003808154,0.0001075094],"category_scores_gemma":[0.00008285236,0.0001521516,0.0000950191,0.0001719298,0.0002485489,0.00005124667,0.00007033617,0.0002725786,0.00005019236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000065247,"about_ca_system_score_gemma":0.0001447239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945622,"about_ca_topic_score_gemma":0.0005486459,"domain_scores_codex":[0.998403,0.0003190746,0.0004900652,0.0003853461,0.00009906803,0.0003034351],"domain_scores_gemma":[0.9990277,0.00007102373,0.0002159546,0.0004194335,0.0001234349,0.0001424597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003864928,0.0002062862,0.7681264,0.0000214976,0.00005196784,0.00034241,0.0007124044,0.000002214281,0.2293963,0.0001784312,0.0004110971,0.0001644988],"study_design_scores_gemma":[0.00626262,0.001922441,0.6234491,0.00009813603,0.0003444046,0.0006545564,0.0004600569,0.0007420232,0.3536168,0.009860774,0.002163871,0.0004252207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977793,0.0002518347,0.00008122032,0.0002536699,0.0005637154,0.0003222548,0.00001348246,0.00005576418,0.0006788126],"genre_scores_gemma":[0.9986621,0.00002993279,0.0006419961,0.0002171223,0.0001502599,0.00005799699,0.0001358159,0.00001727395,0.00008752131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1446773,"threshold_uncertainty_score":0.6204561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06822658886991909,"score_gpt":0.3063241475589413,"score_spread":0.2380975586890222,"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."}}