{"id":"W4245285109","doi":"10.1002/lrh2.10196","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Learning Health Systems","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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; University of Dundee; University of Washington; Carnegie Mellon University; Harvard University; York University; Georgia Institute of Technology; George Washington University; University of Pennsylvania; National Health Research Institutes; King's College London; Vanderbilt University; Purdue University; Siemens USA","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001946034,0.001074357,0.001417525,0.003197175,0.001396211,0.005824925,0.002164778,0.002474613,0.9510157],"category_scores_gemma":[0.01540585,0.000505517,0.0009209803,0.00288981,0.0004444617,0.00332978,0.002353621,0.002039039,0.8788965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475887,"about_ca_system_score_gemma":0.002770455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744239,"about_ca_topic_score_gemma":0.003801571,"domain_scores_codex":[0.998221,0.000249052,0.0001471689,0.0002532584,0.0009049563,0.0002244873],"domain_scores_gemma":[0.9911497,0.001339813,0.0003519239,0.0009562023,0.004248889,0.001953385],"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":[0.000029808,0.00001959551,0.00003884743,0.0001523814,0.00000172004,0.00001244841,0.000007604502,0.00002297805,0.00005399957,0.00093218,0.9759764,0.02275208],"study_design_scores_gemma":[0.00001314031,0.00001312901,0.0001272537,0.0001132744,0.000001531958,0.00001859505,0.00001545607,0.00003517132,0.0000589152,0.0005895096,0.9990107,0.000003194651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003414023,0.0009492131,0.001380077,0.007116089,0.02094979,0.0006642599,0.06474846,0.002867409,0.9009832],"genre_scores_gemma":[0.001316665,0.0005805957,0.0004916721,0.00174391,0.001758196,0.0002093157,0.01859448,0.0007393289,0.9745657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04898429,"threshold_uncertainty_score":0.06987005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0480729609259016,"score_gpt":0.251773031650706,"score_spread":0.2037000707248044,"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."}}