{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328154,0.0009438426,0.0005202011,0.0007174149,0.0004175486,0.0007346541,0.0008872333,0.0005187896,0.003192271],"category_scores_gemma":[0.0007481043,0.0002821255,0.0005974695,0.0003187803,0.0005228564,0.000673564,0.0005407234,0.001795035,0.001439336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493179,"about_ca_system_score_gemma":0.0002552499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005688317,"about_ca_topic_score_gemma":0.001217657,"domain_scores_codex":[0.9990187,0.0003464966,0.0001339057,0.0001150803,0.000273728,0.0001122096],"domain_scores_gemma":[0.9987981,0.000564918,0.000184039,0.0002326546,0.0001358605,0.00008431763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001270691,0.0001934395,0.0001700958,0.0001730533,0.00001037895,0.0001702727,0.0000546507,0.0001907457,0.9912571,0.000522801,0.0007032185,0.006427261],"study_design_scores_gemma":[0.00001976793,0.0009206185,0.0008309821,0.00003158244,0.00003988386,0.0004997271,0.00003467831,0.0007123747,0.9822962,0.0002248228,0.01437474,0.00001455543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5542646,0.05029153,0.3486277,0.005505526,0.003605365,0.001251089,0.002488486,0.002757824,0.03120795],"genre_scores_gemma":[0.7691551,0.04052889,0.1549739,0.001447007,0.001115758,0.0008623453,0.005498809,0.001143319,0.02527492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003192271,"threshold_uncertainty_score":0.01067924,"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."}}