{"id":"W3155319264","doi":"10.21203/rs.3.rs-90881/v1","title":"The global usage rate of bed nets during the last ten years: a systematic review and  meta-analysis","year":2020,"lang":"en","type":"review","venue":"Research Square","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Meta-analysis; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02007922,0.0007991735,0.009414314,0.0003586485,0.002051206,0.0001400617,0.002354045,0.0006185875,0.0004983884],"category_scores_gemma":[0.01170345,0.0003888842,0.00290897,0.006662089,0.0004645408,0.0001129664,0.001945108,0.003402897,0.002552598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258355,"about_ca_system_score_gemma":0.001867543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347769,"about_ca_topic_score_gemma":0.005242378,"domain_scores_codex":[0.9591649,0.03185449,0.00365899,0.001112286,0.002271248,0.001938112],"domain_scores_gemma":[0.9818904,0.01058655,0.001991645,0.003274582,0.001532103,0.0007247093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000123947,0.00002561884,0.00005092503,0.9666632,0.01996407,0.00002707989,0.0004492288,3.190382e-7,2.67457e-8,0.0003450063,0.01153302,0.000929114],"study_design_scores_gemma":[0.0001244537,0.00004849447,0.0001712766,0.1736542,0.09219308,0.00001211425,0.0005107006,0.000001082774,7.741048e-9,0.00008245093,0.7329414,0.0002607631],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002042844,0.9780101,0.000003781788,0.003333192,0.0001565524,0.01648145,0.001159428,0.00009502845,0.0007400831],"genre_scores_gemma":[0.0001047283,0.9922292,0.00005444524,0.0004536372,0.0001872646,0.003823843,0.0001709056,0.00009189908,0.002884128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.793009,"threshold_uncertainty_score":0.9998563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3748295612109994,"score_gpt":0.5985004756891853,"score_spread":0.2236709144781859,"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."}}