{"id":"W2185664099","doi":"10.1371/journal.pone.0144100","title":"The Role of ARX in Human Pancreatic Endocrine Specification","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia; Michael Smith Health Research BC; Stem Cell Network","keywords":"Biology; PAX4; Endocrinology; Glucagon; Internal medicine; Somatostatin; Pancreas; Enteroendocrine cell; PAX6; Embryonic stem cell; Cellular differentiation; Progenitor cell; Cell biology; Endocrine system; Stem cell; Transcription factor; Hormone; Homeobox; Medicine; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984253,0.000235826,0.0002014526,0.0001825707,0.0001434687,0.0005548288,0.0002428283,0.0002362849,0.001155386],"category_scores_gemma":[0.0001442501,0.0001718769,0.0001782844,0.0001004146,0.0002721943,0.0002641321,0.0004044244,0.0003350446,0.0004232599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050162,"about_ca_system_score_gemma":0.0001447369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001987174,"about_ca_topic_score_gemma":0.0001766346,"domain_scores_codex":[0.9997979,0.0000333838,0.00002045159,0.000066881,0.00006161285,0.00001973361],"domain_scores_gemma":[0.999892,0.00002730795,0.00003283987,0.00001960162,0.00001000899,0.00001814701],"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":[0.0001226855,0.00001348135,0.002267557,0.0001075184,0.00001229547,0.0004551444,0.00006813493,0.0002273344,0.9836663,0.00118772,0.0001044203,0.01176743],"study_design_scores_gemma":[0.00001792253,0.0003893554,0.03974058,0.00003962292,0.0000707306,0.004660543,0.0001806414,0.001539714,0.9249731,0.0007807977,0.02758911,0.00001785456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480405,0.02394339,0.0191083,0.0003247009,0.00009802185,0.00003163552,0.0006826723,0.0002553143,0.007515529],"genre_scores_gemma":[0.9828608,0.007392892,0.004233553,0.00009506345,0.00003036748,0.00001418851,0.0005837138,0.00003974147,0.004749659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001155386,"threshold_uncertainty_score":0.003865123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06751832718883627,"score_gpt":0.2581885300344812,"score_spread":0.1906702028456449,"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."}}