{"id":"W4231592272","doi":"10.1016/j.jcmgh.2015.06.002","title":"2015 AGA Institute Council Section Research Mentor Awardees","year":2015,"lang":"en","type":"editorial","venue":"Cellular and Molecular Gastroenterology and Hepatology","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tufts University School of Medicine; University of California, Los Angeles; National Institutes of Health; Crohn's and Colitis Foundation; American Gastroenterological Association; Johns Hopkins University; Deutsches Krebsforschungszentrum; Massachusetts Institute of Technology; Cystic Fibrosis Foundation; School of Medicine, New York University; Massachusetts General Hospital; Crohn's and Colitis Foundation of America; York University; Tulane University","keywords":"Section (typography); Library science; Medicine; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01095142,0.002671625,0.002006005,0.00246573,0.001792425,0.007768909,0.002753893,0.01059886,0.03076564],"category_scores_gemma":[0.03149359,0.0009726171,0.001823004,0.001013754,0.001506718,0.004188851,0.00167116,0.01620943,0.04295595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003134064,"about_ca_system_score_gemma":0.004689641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067502,"about_ca_topic_score_gemma":0.003304088,"domain_scores_codex":[0.9938804,0.0009544098,0.0007571469,0.0006884095,0.003233634,0.0004859093],"domain_scores_gemma":[0.9684134,0.004220857,0.00178526,0.0007014219,0.01956486,0.005314294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003811567,0.00001786534,0.00004422065,0.0001104351,0.00001016956,0.00008643306,0.000006231381,0.00001762161,0.00004306585,0.0002481435,0.9891963,0.01018138],"study_design_scores_gemma":[0.00006731572,0.00002667167,0.0002289834,0.0002553347,0.00001796037,0.0001448017,0.00002236899,0.00005593196,0.00007079314,0.0003674479,0.9987282,0.00001415369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006081612,0.004692464,0.0002259429,0.05092837,0.9386925,0.00005751698,0.00006645492,0.00009754175,0.005178412],"genre_scores_gemma":[0.001026825,0.01200717,0.0003834174,0.05585229,0.879148,0.0001146686,0.0001644298,0.00008770033,0.0512155],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9692343,"threshold_uncertainty_score":0.1029212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679929182188751,"score_gpt":0.3133056779877422,"score_spread":0.2765063861658547,"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."}}