{"id":"W1972853455","doi":"10.1371/journal.pgen.1002754","title":"sox9b Is a Key Regulator of Pancreaticobiliary Ductal System Development","year":2012,"lang":"en","type":"article","venue":"PLoS Genetics","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Liver Center, University of California, San Francisco; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Human Genome Research Institute; University of California, San Francisco; National Institute on Alcohol Abuse and Alcoholism; National Cancer Institute; National Institutes of Health; Carnegie Institution for Science; Howard Hughes Medical Institute; Canadian Diabetes Association; Carnegie Institution of Washington; David and Lucile Packard Foundation","keywords":"Biology; SOX9; Ductal cells; Zebrafish; Notch signaling pathway; Pancreas; Morphogenesis; Bile duct; Cell biology; Internal medicine; Transcription factor; Cancer research; Pathology; Endocrinology; Signal transduction; Genetics; Gene; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006755412,0.000167766,0.0003390523,0.00006664726,0.00004395497,0.000004436471,0.00006486478,0.00008042719,0.00009864132],"category_scores_gemma":[0.00002230648,0.0001380263,0.00009720763,0.0001290563,0.0000352782,0.00003647611,0.00005471448,0.00005166922,0.0001159848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130855,"about_ca_system_score_gemma":0.0002304391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005598153,"about_ca_topic_score_gemma":4.187114e-7,"domain_scores_codex":[0.9987337,0.00002561927,0.0003647704,0.0001790396,0.0003699763,0.0003269105],"domain_scores_gemma":[0.9990375,0.00002850197,0.0001009251,0.0003703696,0.00009232094,0.0003703721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006697029,0.001212751,0.9929842,0.0007825273,0.0004333304,0.00002654019,0.0007430857,4.737286e-7,0.001745351,0.00003791598,0.0006752306,0.001291667],"study_design_scores_gemma":[0.003100417,0.000384671,0.7790751,0.0004111828,0.002589466,0.0001500306,0.0006258728,0.0008531427,0.2076079,0.0000131479,0.004731561,0.0004575361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933245,0.004608677,0.000009759648,0.00003713465,0.0001095815,0.0004299154,0.00004223968,0.00005098923,0.001387165],"genre_scores_gemma":[0.9951942,0.0001143486,0.003972379,0.00007200212,0.0002481343,0.00004111985,0.00003370965,0.0000289403,0.000295175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139091,"threshold_uncertainty_score":0.5628551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294942709408742,"score_gpt":0.2455465775884429,"score_spread":0.2225971504943555,"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."}}