{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001672288,0.0004160126,0.0009143312,0.0003402159,0.0002115304,0.00003253143,0.0001396466,0.002375194,0.00002444135],"category_scores_gemma":[0.000447691,0.0003631994,0.0001296799,0.000111886,0.00133691,0.0000542113,0.0002533803,0.002037313,0.00002025005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938621,"about_ca_system_score_gemma":0.001071269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002456026,"about_ca_topic_score_gemma":0.0002806207,"domain_scores_codex":[0.9966266,0.0005225581,0.0004184939,0.0008777008,0.0007551355,0.0007995553],"domain_scores_gemma":[0.9978456,0.00007261003,0.0001368531,0.0004016964,0.001071848,0.0004713755],"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":[0.002291249,0.0001338095,0.00328046,0.0002966484,0.0006712542,0.001681383,0.0001752328,4.060225e-7,0.006601578,0.00003752534,0.9846808,0.0001495958],"study_design_scores_gemma":[0.00400424,0.002548967,0.00008594593,0.0001066943,0.0005613064,0.0007165617,0.0000651483,0.00006117269,0.0002731931,0.0001550431,0.9912356,0.0001861403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.4079509,0.02017889,0.0004182779,0.003467122,0.5641334,0.0009582061,0.00007545093,0.0001094158,0.002708343],"genre_scores_gemma":[0.5269099,0.02399529,0.0007002063,0.00185754,0.428699,0.0003078679,0.00517926,0.0003545005,0.01199643],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1354344,"threshold_uncertainty_score":0.999882,"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."}}