{"id":"W4230991284","doi":"10.1016/s0002-9378(19)32731-0","title":"Institutional Index","year":2019,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Faculty of Medicine and Health, University of Sydney; Instituto De Saúde Pública, Universidade do Porto; National Institute of Child Health and Human Development; Feinstein Institutes for Medical Research; Houston Methodist Research Institute; Morsani College of Medicine; Leonard M. Miller School of Medicine; University of North Carolina at Chapel Hill; Medical Center, University of Pittsburgh; School of Medicine, University of South Carolina; College of Engineering, Michigan State University; School of Medicine, University of North Carolina at Chapel Hill; Fogarty International Center; University of Oklahoma Health Sciences Center; National Institutes of Health; School of Medicine, Duke University; Assistance publique-Hôpitaux de Paris; Pontificia Universidad Javeriana; Tanta University; Hospital for Sick Children; Universitat de Barcelona; Université Paris Descartes; Hebrew University of Jerusalem; Medical Center, University of Rochester; Menofia University; Fetal Medicine Foundation; Inha University; Cairo University; Monash University; Institut National de la Santé et de la Recherche Médicale; Perelman School of Medicine, University of Pennsylvania; School of Medicine, New York University; Inha University Hospital; Invitae; Ochsner Health; Eastern Virginia Medical School; University of Minnesota; Inova Health System; University of Oxford; McMaster University; Ben-Gurion University of the Negev; Drexel University; NorthShore University HealthSystem; Università degli Studi di Parma; Jewish General Hospital; University of Missouri-Kansas City; Norges Teknisk-Naturvitenskapelige Universitet; Eidgenössische Technische Hochschule Zürich; Università Degli Studi di Modena e Reggio Emila; University of South Florida; University of Miami; University of South Carolina; Oregon National Primate Research Center; McGill University; School of Medicine, Indiana University; University of Pittsburgh; University of Washington; Johns Hopkins University; Houston Methodist Hospital; Case Western Reserve University; University of Nevada, Las Vegas; University of Rochester; University of Missouri; Universidade do Porto; Northwestern University; Institute for Healthcare Policy and Innovation, University of Michigan; Universidade de São Paulo; Children's Hospital of Philadelphia; NYU Langone Medical Center; College of Medicine, Drexel University; Midwestern University; University of Pennsylvania; Georgetown University; Florida Department of Health; Ain Shams University; Utah Department of Health; Ohio State University; University of Oklahoma; University of Southern California; Michigan State University; University of Nebraska Medical Center; Università degli Studi di Napoli Federico II; Kaiser Permanente; Emory University; University of Toronto; Imperial College London; Northwell Health; School of Medicine, Emory University; Health Science Center, University of Tennessee; Institut de Cardiologie de Montréal; University of Ottawa; Intermountain Healthcare","keywords":"Medicine; Index (typography); World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0002630164,0.00004042454,0.0001623844,0.0001290845,0.0002277124,0.00001784772,0.00007674604,0.00002947157,0.000102316],"category_scores_gemma":[0.001531012,0.00003175292,0.0000452543,0.0004010898,0.0005491081,0.00009356475,0.00002561232,0.0001128629,0.000007726877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007898826,"about_ca_system_score_gemma":0.000243045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001392194,"about_ca_topic_score_gemma":0.00005571651,"domain_scores_codex":[0.9994144,0.00006591549,0.0001613641,0.0000580798,0.0001661292,0.0001341254],"domain_scores_gemma":[0.9979861,0.001503454,0.0001999829,0.00003925716,0.0001862655,0.00008492475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001731564,0.00009924926,0.5041259,0.00000567197,0.0001219053,0.00008717668,0.005980503,0.0003393689,0.0000192453,0.1445383,0.000956262,0.3437091],"study_design_scores_gemma":[0.0004361585,0.0004725107,0.1743449,0.000004649435,0.00001542928,0.00002425382,0.006897123,0.0000299149,0.000001059189,0.000937262,0.8167594,0.00007729991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775414,0.0007798499,0.0001361767,0.002267311,0.001834694,0.00004733247,0.000001428407,0.000003343307,0.01738839],"genre_scores_gemma":[0.9983274,0.0005889634,0.0002911925,0.0002519119,0.00008905851,3.508298e-7,1.907857e-7,0.000002157448,0.0004487214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8158032,"threshold_uncertainty_score":0.2023212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009476244179725255,"score_gpt":0.2713446374221107,"score_spread":0.2618683932423854,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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