{"id":"W1993833421","doi":"10.1002/lt.22177","title":"Factors affecting hepatocyte isolation, engraftment, and replication in an in vivo model","year":2010,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hepatocyte; Medicine; Cirrhosis; Liver transplantation; Transplantation; Liver disease; Primary biliary cirrhosis; Pathology; Isolation (microbiology); Gastroenterology; Internal medicine; Biology; In vitro; Bioinformatics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002069839,0.0003148207,0.0003900075,0.0005511451,0.00005492526,0.00003956605,0.00008144007,0.001068369,0.00004323371],"category_scores_gemma":[0.00001040175,0.0002998877,0.00006420963,0.0001868387,0.0000370656,0.0003512776,0.00000404243,0.001689908,0.000001875271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000953281,"about_ca_system_score_gemma":0.0000595846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003057063,"about_ca_topic_score_gemma":0.001160712,"domain_scores_codex":[0.99834,0.0000838751,0.0004617386,0.0006125694,0.0002479387,0.0002539524],"domain_scores_gemma":[0.9992582,0.0001250764,0.0001571432,0.0003478634,0.0000517344,0.0000599413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006195868,0.0002812748,0.9124096,0.0118421,0.00006434642,0.001262873,0.03098835,0.0001605083,0.03806333,0.0001001981,0.002889328,0.001318501],"study_design_scores_gemma":[0.005457459,0.0005186512,0.8130394,0.001598915,0.0009311658,0.0002739539,0.0002472471,0.03435783,0.1397743,0.0004833573,0.001952626,0.001365052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808043,0.00006975143,0.006840856,0.0104697,0.0000778034,0.001223518,0.0001689535,0.0001694652,0.0001757111],"genre_scores_gemma":[0.9381725,0.005524713,0.005604646,0.04526997,0.0003245084,0.00009398052,0.00463934,0.0001166998,0.0002537126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101711,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219037451513763,"score_gpt":0.2926760494404768,"score_spread":0.2604856749253392,"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."}}