{"id":"W2521117629","doi":"10.1371/journal.pone.0162215","title":"Building a 3D Virtual Liver: Methods for Simulating Blood Flow and Hepatic Clearance on 3D Structures","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; MacEwan University; Virtual Materials Group (Canada)","funders":"Computer Modelling Group","keywords":"Blood flow; Discretization; Computer science; Drug metabolism; Grid; Partial differential equation; Lobules of liver; Drug; Mathematics; Pathology; Biology; Medicine; Internal medicine; Geometry; Pharmacology; Mathematical analysis","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":[0.0005426261,0.0002200001,0.0005153178,0.00006712702,0.0001241363,0.00002225153,0.0001678318,0.0001246053,0.00009294225],"category_scores_gemma":[0.007309376,0.0001451706,0.0000595217,0.00006797742,0.0001097651,0.00006775428,0.00009537836,0.0001342942,0.000009694552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002459586,"about_ca_system_score_gemma":0.00001246152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001318843,"about_ca_topic_score_gemma":0.000001322418,"domain_scores_codex":[0.9986084,0.0001464932,0.0003598669,0.0003626044,0.0001839742,0.0003386935],"domain_scores_gemma":[0.9920782,0.007255417,0.0001614529,0.000338303,0.00007179711,0.0000948089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00037139,0.001815234,0.0005210734,0.00281794,0.001065489,0.00001395773,0.0009658115,0.000009342101,0.3633734,0.5279494,0.00004430342,0.1010527],"study_design_scores_gemma":[0.002048084,0.001059075,0.0001836993,0.001497929,0.0006627162,0.00001091448,0.00001985023,0.1000652,0.1443512,0.7496148,0.00002061944,0.0004658868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8294352,0.00007789966,0.1694546,0.0001013818,0.00002463459,0.0005737809,0.00002463056,0.0001252465,0.0001825384],"genre_scores_gemma":[0.3533088,0.00001059839,0.6463509,0.00007239821,0.00008596835,0.0000424399,5.57289e-7,0.00003287301,0.00009555043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4768962,"threshold_uncertainty_score":0.8750533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07726815399147768,"score_gpt":0.3389320277633118,"score_spread":0.2616638737718341,"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."}}