{"id":"W2106121928","doi":"10.2337/dc09-1562","title":"Carriers of Loss-of-Function Mutations in <i>ABCA1</i> Display Pancreatic β-Cell Dysfunction","year":2010,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Loss function; Pancreatic function; Mutation; Function (biology); Internal medicine; Pancreas; Genetics; Endocrinology; Phenotype; Biology; Gene","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":[0.000127407,0.0001648169,0.0004339372,0.0002670531,0.00004059051,0.000007089107,0.00005905425,0.0001557915,0.0002621053],"category_scores_gemma":[0.000313478,0.0001494065,0.000140247,0.0004532063,0.0001603598,0.0001090494,0.0000175719,0.0002489728,0.00004083259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003633753,"about_ca_system_score_gemma":0.0001212456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000517408,"about_ca_topic_score_gemma":0.00002843462,"domain_scores_codex":[0.9988264,0.00003742012,0.0004095378,0.0002338017,0.0002535326,0.0002392687],"domain_scores_gemma":[0.9989076,0.0001965599,0.0001661597,0.0003495107,0.000256417,0.0001237462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000620029,0.00009692004,0.788308,0.0004891354,0.00003465815,0.000001571239,0.0005234251,0.00003723037,0.2087577,0.0001488084,0.0001561687,0.001384403],"study_design_scores_gemma":[0.004113378,0.0008002647,0.7026528,0.0003004014,0.0006504718,0.000002232237,0.004484835,0.0007005022,0.2838588,0.0002464058,0.001922494,0.0002674741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902334,0.0003174361,0.00004729682,0.0000486375,0.0006590959,0.0003385368,0.00007290751,0.00004370499,0.008238945],"genre_scores_gemma":[0.9987997,0.00001189264,0.0004052473,0.000129041,0.00007864938,0.00005485921,0.0003146315,0.00002424627,0.0001817019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08565527,"threshold_uncertainty_score":0.6092622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00634586574487972,"score_gpt":0.228208596217968,"score_spread":0.2218627304730882,"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."}}