{"id":"W2072655426","doi":"10.1016/j.jtbi.2010.08.013","title":"Non-local models for the formation of hepatocyte–stellate cell aggregates","year":2010,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Liver physiology and pathology","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council; University of British Columbia; Royal Commission for the Exhibition of 1851","keywords":"Hepatic stellate cell; Hepatocyte; Population; Biophysics; Aggregate (composite); Chemistry; Biology; In vitro; Materials science; Nanotechnology; 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":[0.0006300398,0.00008806002,0.0003563458,0.00006119686,0.00004556715,0.000001997451,0.0001682261,0.0002537374,0.00009627106],"category_scores_gemma":[0.0001230096,0.00004433074,0.0002023804,0.00004438289,0.001203013,0.00004826461,0.00003588675,0.0004236969,0.000005856449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007390815,"about_ca_system_score_gemma":0.00005564189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001240046,"about_ca_topic_score_gemma":5.35279e-7,"domain_scores_codex":[0.9992168,0.00006873418,0.0004118221,0.0000772795,0.00005426598,0.0001711262],"domain_scores_gemma":[0.9984318,0.0008052902,0.0002956273,0.0001592779,0.0002396959,0.0000683279],"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":[0.004473469,0.0002583308,0.001016445,0.0001268376,0.0001432985,0.00001711001,0.000583125,0.0002142285,0.3834728,0.5989594,0.0004335038,0.01030146],"study_design_scores_gemma":[0.002891627,0.004082903,0.0005929427,0.00004544181,0.0003780989,0.001134592,0.0001584289,0.05886228,0.2820088,0.648823,0.0009113383,0.0001105113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911491,0.0003339825,0.08403873,0.001912692,0.0006636197,0.000244616,0.00001019136,0.00000436224,0.001300742],"genre_scores_gemma":[0.9974006,0.0001402104,0.001772581,0.0003917315,0.0002632543,0.00000336195,0.000004832144,0.000006719957,0.00001665757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101464,"threshold_uncertainty_score":0.4432553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183624649878659,"score_gpt":0.2704094265823282,"score_spread":0.2585731800835416,"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."}}