{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01499342,0.002072365,0.004514385,0.006106188,0.001167217,0.002617831,0.002480124,0.001672659,0.7120228],"category_scores_gemma":[0.1192471,0.001771425,0.007970093,0.007795596,0.0008046412,0.004202617,0.001752493,0.001818298,0.02105767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003062028,"about_ca_system_score_gemma":0.007206212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007214397,"about_ca_topic_score_gemma":0.01545571,"domain_scores_codex":[0.9950442,0.001585758,0.001689497,0.000752772,0.0006176911,0.000310082],"domain_scores_gemma":[0.9065467,0.0782548,0.006599098,0.003028153,0.004826714,0.0007446104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005314516,0.0002070506,0.004010999,0.5715156,0.007201809,0.0001652985,0.0004083638,0.002301417,0.000386139,0.004711996,0.382747,0.02102982],"study_design_scores_gemma":[0.1589618,0.002950103,0.06251328,0.2339249,0.04779564,0.001113815,0.001282894,0.01022848,0.002900182,0.0378439,0.43937,0.001114981],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0009041322,0.000639675,0.001484687,0.0004704414,0.0001151723,0.009012359,0.9859815,0.0003336862,0.001058275],"genre_scores_gemma":[0.04407692,0.002996922,0.04107457,0.003476053,0.0004026835,0.4878898,0.3977468,0.001108373,0.02122776],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7120228,"threshold_uncertainty_score":0.4107645,"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."}}