{"id":"W4248851897","doi":"10.5604/01.3001.0012.4890","title":"The Basis of Liver Regeneration: A Systems Biology Approach","year":2018,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Liver physiology and pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Liver regeneration; Regeneration (biology); Medicine; Hepatectomy; Calcineurin; Bioinformatics; Gene expression; Computational biology; Biology; Cell biology; Gene; Internal medicine; Genetics; Surgery; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003842442,0.00009347512,0.0004299431,0.00007036513,0.00009306177,0.000001268428,0.0001382827,0.0002354306,0.00003984931],"category_scores_gemma":[0.0001232202,0.00005884439,0.00008930545,0.0001202217,0.001223197,0.00002139725,0.00005105027,0.0001053559,0.0000283976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003021742,"about_ca_system_score_gemma":0.0000855114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001561875,"about_ca_topic_score_gemma":0.0000182632,"domain_scores_codex":[0.9988436,0.0003504331,0.0003403361,0.0001935075,0.00005280614,0.0002192873],"domain_scores_gemma":[0.9987315,0.0002242159,0.0001980258,0.0003863393,0.0004199348,0.00003996967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002675097,0.0007650901,0.2787116,0.0005144948,0.001224614,0.00005588424,0.001777478,0.000007095215,0.0968091,0.5457471,0.06187467,0.00983778],"study_design_scores_gemma":[0.004160742,0.01791367,0.1638664,0.0001564793,0.0006447505,0.003698201,0.000798354,0.01204232,0.6236309,0.01654779,0.1557735,0.0007669791],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825572,0.005441837,0.000615158,0.002256402,0.0004631494,0.0002523134,0.00001260507,0.00001834782,0.008382967],"genre_scores_gemma":[0.9976391,0.000792366,0.0002936371,0.0007027329,0.0002531483,0.00001946935,0.00002294953,0.000006888884,0.0002696818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5291993,"threshold_uncertainty_score":0.4506921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061463969044844,"score_gpt":0.3451740749605839,"score_spread":0.2390276780560995,"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."}}