{"id":"W2516334710","doi":"10.1097/acm.0000000000001350","title":"Characteristics of Biostatistics, Epidemiology, and Research Design Programs in Institutions With Clinical and Translational Science Awards","year":2016,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Cancer Institute; Center for Clinical and Translational Science, University of Alabama at Birmingham; College of Medicine, University of Cincinnati; Center for Clinical and Translational Sciences, University of Texas Health Science Center at Houston; School of Medicine, Indiana University; University of California, San Francisco; University of North Carolina at Chapel Hill; Weill Cornell Medical College; School of Medicine, New York University; University of Illinois at Urbana-Champaign; University of Birmingham; University of Texas Health Science Center at Houston; York University; University of Miami; Northwestern University; University of Rochester; National Center for Advancing Translational Sciences; University of Arkansas for Medical Sciences; University of Denver; Georgetown University; University of Cincinnati; McGovern Medical School; University of Pittsburgh; Pennsylvania State University; Johns Hopkins University; University of Washington; University of South Carolina; University of Minnesota; Harvard University; University of Worcester; University of Wisconsin-Madison; Virginia Commonwealth University; University of Colorado Denver; Yale University; Center for Clinical and Translational Science, Mayo Clinic; Vanderbilt University; University of Pennsylvania; University of Texas Health Science Center at San Antonio; Medical University of South Carolina; Ohio State University; University of Southern California","keywords":"Biostatistics; Epidemiology; Clinical epidemiology; Medicine; Health science; Medical education; Family medicine; MEDLINE; Library science; Political science; Computer science; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03111058,0.0004469945,0.0004952344,0.004755381,0.001609293,0.002458441,0.001852186,0.001178994,0.005444442],"category_scores_gemma":[0.1261201,0.0006654084,0.0004962488,0.004945847,0.001552004,0.00214598,0.004950621,0.001607176,0.001022527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00519809,"about_ca_system_score_gemma":0.01743312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005671626,"about_ca_topic_score_gemma":0.008061557,"domain_scores_codex":[0.9677459,0.01393402,0.003920598,0.002440667,0.007168702,0.00478999],"domain_scores_gemma":[0.7892296,0.0481917,0.05112366,0.009618576,0.02827626,0.07356025],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001804626,0.0004559252,0.9536088,0.0001845876,0.00003876456,0.0001069418,0.002385893,0.0002846621,0.0005114579,0.0006360178,0.00481754,0.03678891],"study_design_scores_gemma":[0.00004933965,0.0005938034,0.9788886,0.0003001117,0.00002045621,0.0004583958,0.006440873,0.0008953923,0.0004283146,0.0004552443,0.01143114,0.00003835737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773841,0.002851098,0.002414594,0.01054195,0.0002489913,0.0003217249,0.001164844,0.0001792972,0.00489344],"genre_scores_gemma":[0.9912494,0.001138978,0.002652154,0.001749232,0.0002285606,0.0003644435,0.00078265,0.00005346251,0.001781026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9688894,"threshold_uncertainty_score":0.1645305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7392371503764497,"score_gpt":0.6183289287372378,"score_spread":0.1209082216392119,"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."}}