{"id":"W4236564600","doi":"10.1002/lrh2.10197","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Learning Health Systems","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Assistance publique-Hôpitaux de Paris; Nederlands Instituut voor Onderzoek van de Gezondheidszorg; Institut National de la Santé et de la Recherche Médicale; University of Warwick; University of Illinois at Urbana-Champaign; University of Southampton; York University; National Health Research Institutes; King's College London; Vanderbilt University; UnitedHealth Group; University of Dundee; University of Washington; Carnegie Mellon University; Harvard University; Georgia Institute of Technology; George Washington University; University of Pennsylvania; Purdue University; Siemens USA","keywords":"Citation; Computer science; Information retrieval; 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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000670292,0.0003692312,0.0006383816,0.0004225246,0.0005870351,0.001062335,0.0003221967,0.0003377326,0.002713232],"category_scores_gemma":[0.0004715589,0.0003765505,0.00008609548,0.0007892876,0.00002769385,0.001047499,0.00009947681,0.001401196,0.3599747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521944,"about_ca_system_score_gemma":0.0002717357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384895,"about_ca_topic_score_gemma":0.000004154584,"domain_scores_codex":[0.9976209,0.0001173826,0.0008063976,0.0003433888,0.0005986529,0.0005132343],"domain_scores_gemma":[0.9978574,0.00007053419,0.001531453,0.0002056947,0.0002833663,0.00005156516],"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":[0.00001102764,0.000007508207,0.0003165234,0.00745065,0.00002542571,0.000001032514,0.0004453739,0.01509545,4.604948e-7,0.001167566,0.9741178,0.001361227],"study_design_scores_gemma":[0.0002157401,0.00002697095,0.000128955,0.0006454015,0.00001483832,0.000002640188,0.001596384,0.006134735,1.137779e-7,0.00000239626,0.9908878,0.0003439819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001016044,0.008296088,0.006294332,0.07299233,0.0450397,0.002474678,0.00003975719,0.001807169,0.8629543],"genre_scores_gemma":[0.1629874,0.0003179202,0.0001093791,0.05613007,0.0814325,0.000133185,0.01511451,0.0004163447,0.6833587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3572615,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643675450660358,"score_gpt":0.2579502064324241,"score_spread":0.2315134519258205,"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."}}