{"id":"W4241673943","doi":"10.1002/lt.22099","title":"Factors affecting hepatocyte isolation, engraftment, and replication in an in vivo model","year":2010,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"KMT Hepatech (Canada); University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hepatocyte; Liver transplantation; Transplantation; Albumin; In vivo; Bioartificial liver device; Ischemia; Andrology; Immunology; Internal medicine; In vitro; Biology; Biotechnology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001787526,0.0001186646,0.0001462632,0.0002272523,0.00004069193,0.00001842647,0.00003578445,0.0001134172,0.00002881042],"category_scores_gemma":[0.000009384938,0.0001105909,0.00002401073,0.0001471674,0.0000213599,0.0003386841,0.000001970053,0.0002123093,9.762107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002760575,"about_ca_system_score_gemma":0.0000236464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001753179,"about_ca_topic_score_gemma":0.002194273,"domain_scores_codex":[0.9992108,0.00002924988,0.000236725,0.0002835302,0.0001105716,0.0001291184],"domain_scores_gemma":[0.9996305,0.00005544428,0.00005243026,0.0001712809,0.0000284414,0.00006188211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001363875,0.00007846578,0.8550635,0.0003503621,0.000003499746,0.00001967202,0.00796665,0.00006336491,0.1354493,0.0003507824,0.000001348137,0.0005166386],"study_design_scores_gemma":[0.001073856,0.00007566637,0.794333,0.00006120819,0.00004675557,0.00002525161,0.000133952,0.02525735,0.1787298,0.000146824,0.000004464278,0.000111844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893973,0.00001739996,0.009714689,0.0000720261,0.00003119536,0.0004743807,0.00002262822,0.00009076837,0.000179558],"genre_scores_gemma":[0.9942732,0.000829415,0.004568349,0.0000931598,0.00001788644,0.00001735247,0.0001579248,0.00001616893,0.0000264998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06073046,"threshold_uncertainty_score":0.4509768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260319660641122,"score_gpt":0.298045511351308,"score_spread":0.2720135452871958,"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."}}