{"id":"W6977790614","doi":"10.6084/m9.figshare.7145417.v1","title":"Additional file 2: of Global, regional, and national prevalence of hepatitis B infection in the general and key populations living with HIV: a systematic review and meta-analysis protocol","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Bandit Algorithms Research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Key (lock); Hepatitis B; Hepatitis B virus; Population; Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004793525,0.00009257116,0.0004731055,0.0001456349,0.0000976568,0.00005899699,0.0001625201,0.0000298961,0.5971183],"category_scores_gemma":[0.01548099,0.0000511604,0.00008371394,0.001240442,0.0000829202,0.0003244114,0.00009072863,0.00005775366,0.00001932761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002312332,"about_ca_system_score_gemma":0.00008117893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003114841,"about_ca_topic_score_gemma":0.0005553113,"domain_scores_codex":[0.9977418,0.0003396765,0.0004588518,0.000261151,0.001110255,0.00008822231],"domain_scores_gemma":[0.9952812,0.003027949,0.00043681,0.0002123319,0.001006625,0.00003506529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000003378628,0.0000381811,0.001810763,0.01421929,0.0008318346,8.198456e-7,0.00007185295,0.00004986157,8.803587e-8,0.00004104864,0.9829141,0.00001872781],"study_design_scores_gemma":[0.000249183,0.0003183307,0.9434049,0.02509532,0.008003539,0.0001261991,0.00004999499,0.01145442,0.000001498843,0.002271688,0.008721542,0.000303421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.00003637327,0.000573281,0.00005366558,0.0001197833,7.61407e-7,0.009900109,0.9892006,0.000004291745,0.0001111567],"genre_scores_gemma":[0.0267795,0.0001561155,0.02328637,0.001263189,0.0001688362,0.7634905,0.181812,0.000040119,0.003003386],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9741926,"threshold_uncertainty_score":0.992812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2389152806289245,"score_gpt":0.4510628225766783,"score_spread":0.2121475419477539,"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."}}