{"id":"W4320716100","doi":"10.1007/s15014-023-4829-7","title":"38. Jahrestagung der GPGE","year":2023,"lang":"de","type":"article","venue":"Pädiatrie","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cliniques Universitaires Saint-Luc; University of Colorado School of Medicine, Anschutz Medical Campus; Medical Center, University of Rochester; University of California, San Francisco; Massachusetts General Hospital; Universitätsklinikum Köln; Śląski Uniwersytet Medyczny w Katowicach; University of California, San Diego; Johns Hopkins University; Hospices Civils de Lyon; Université Paris-Saclay; Hospital for Sick Children; Universitair Medisch Centrum Groningen; Uniwersytet Śląski w Katowicach; University of Washington; Università degli Studi di Firenze; Université de Genève; Centro Hospitalar Universitário do Porto; Universiti Malaya; Mahidol University; National and Kapodistrian University of Athens; Yale University; Karolinska Institutet; Euskal Herriko Unibertsitatea; Institut National de la Santé et de la Recherche Médicale; School of Medicine, Stanford University; Universitätsklinikum Regensburg; Fudan University; Perelman School of Medicine, University of Pennsylvania; University of Miami; University of Ulsan; Rijksuniversiteit Groningen; Semmelweis Egyetem; Ospedale Pediatrico Bambino Gesù; Children's Mercy Hospital; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas; University of Pittsburgh; London Health Sciences Centre; Aarhus Universitet; Health Science Center, University of Tennessee; Ludwig-Maximilians-Universität München; Aarhus Universitetshospital; University of Minnesota; University of Pennsylvania; King's College London; Children's Hospital of Philadelphia; University of Rochester; University of Nebraska Medical Center; Emory University; University of Toronto; Children's Healthcare of Atlanta","keywords":"Environmental 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002379402,0.0002204869,0.0004479886,0.0003850667,0.0003886416,0.00006721632,0.000432779,0.0002738761,0.007883188],"category_scores_gemma":[0.001714516,0.0001722806,0.0001472164,0.001671899,0.0003784366,0.00009636045,0.0002824528,0.0008828684,0.06165705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155845,"about_ca_system_score_gemma":0.00151878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002502909,"about_ca_topic_score_gemma":0.00001980104,"domain_scores_codex":[0.9952232,0.0001506029,0.0005618314,0.0006048604,0.001817606,0.001641925],"domain_scores_gemma":[0.9968221,0.0006751133,0.00008876628,0.0005283442,0.0001522342,0.001733465],"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":[0.0002099202,0.0002521111,0.1405274,0.002287802,0.0001571522,0.00168168,0.001434132,0.00001450576,0.0001306422,0.003391258,0.7811414,0.06877194],"study_design_scores_gemma":[0.001437318,0.0004426475,0.06597642,0.0002083139,0.0001528737,0.000004488411,0.000358187,0.007694547,0.00009738586,0.0008841858,0.9224914,0.0002522893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4209968,0.1910888,0.0003651475,0.2533675,0.02618941,0.004116599,0.0002515927,0.00131261,0.1023115],"genre_scores_gemma":[0.7857152,0.076049,0.0002972224,0.007359272,0.02232002,0.0001519405,0.0002576285,0.0001169729,0.1077327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3647184,"threshold_uncertainty_score":0.9930238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08840345008572091,"score_gpt":0.4195923936360737,"score_spread":0.3311889435503528,"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."}}