{"id":"W1996233223","doi":"10.1081/bio-120003191","title":"INCREASED VIABILITY OF TRANSPLANTED HEPATOCYTES WHEN HEPATOCYTES ARE CO-ENCAPSULATED WITH BONE MARROW STEM CELLS USING A NOVEL METHOD","year":2002,"lang":"en","type":"article","venue":"Artificial Cells Blood Substitutes and Biotechnology","topic":"Liver physiology and pathology","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Viability assay; Bone marrow; Stem cell; Transplantation; Hepatocyte; Bone Marrow Stem Cell; MTT assay; Cell encapsulation; Chemistry; Andrology; In vitro; Biomedical engineering; Pathology; Tissue engineering; Medicine; Cell biology; Biology; Surgery; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003160899,0.0003762689,0.00101922,0.0002721562,0.0001878608,0.00001407862,0.0001613087,0.000731774,0.0001713882],"category_scores_gemma":[0.00001923637,0.0002993782,0.000122679,0.000342713,0.001082759,0.0001121028,0.00005211446,0.0004993819,0.00001454203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002249589,"about_ca_system_score_gemma":0.00005742689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006080643,"about_ca_topic_score_gemma":0.0001195709,"domain_scores_codex":[0.9978483,0.0001630036,0.0006059556,0.0007072153,0.0001704723,0.0005050999],"domain_scores_gemma":[0.9986504,0.0002316797,0.0003164234,0.0005147896,0.000142633,0.0001440442],"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":[0.0007841964,0.001053515,0.01441373,0.0003174141,0.0002704369,0.0002638955,0.0003180431,0.00002017725,0.9811826,0.0005060763,0.000007750463,0.0008622165],"study_design_scores_gemma":[0.002004082,0.0008957807,0.0009426544,0.0001654649,0.0007794732,0.0007535362,0.0002257555,0.00724336,0.9862585,0.0003027911,0.0001066259,0.0003219543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952213,0.0007196472,0.002501565,0.0003421636,0.00009062357,0.0007276288,0.000169442,0.000184307,0.00004338334],"genre_scores_gemma":[0.9837456,0.0001869284,0.01578756,0.000151714,0.00004099484,0.00001499554,0.00002649592,0.00002835554,0.00001737959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347108,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621382919342619,"score_gpt":0.2441952347995972,"score_spread":0.207981405606171,"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."}}