{"id":"W4200452966","doi":"10.1186/s40168-021-01195-7","title":"Human microbiota research in Africa: a systematic review reveals gaps and priorities for future research","year":2021,"lang":"en","type":"review","venue":"Microbiome","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Impact; McMaster University; Population Health Research Institute","funders":"National Human Genome Research Institute; University of Cape Town","keywords":"CINAHL; Scopus; MEDLINE; Public health; Systematic review; Medicine; Environmental health; Political science; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007943456,0.0006109323,0.003302889,0.0008356259,0.000479794,0.0001854637,0.0008481977,0.001097317,0.00001904001],"category_scores_gemma":[0.0002759837,0.0005247868,0.0005351655,0.001363512,0.0003704148,0.000006420811,0.0008097215,0.001188666,0.00003645526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849963,"about_ca_system_score_gemma":0.000986198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002742294,"about_ca_topic_score_gemma":0.00007706221,"domain_scores_codex":[0.9925565,0.002788824,0.001515313,0.001434244,0.0002558642,0.001449277],"domain_scores_gemma":[0.9971809,0.0002121671,0.0003249125,0.001390972,0.000700338,0.0001906426],"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":[0.000003436133,0.00005960283,4.792333e-7,0.8983657,0.0001254429,0.00002040495,0.0000770342,1.470431e-9,0.05201028,0.0001162264,0.04747673,0.001744709],"study_design_scores_gemma":[0.0001896831,0.0001360918,9.165537e-7,0.3794175,0.0001791935,0.0002171608,0.000103656,6.016267e-9,0.00006009018,0.00001281989,0.6193594,0.0003235351],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009972894,0.991389,0.000001151569,0.0002563054,0.000172165,0.007363406,0.000592427,0.00001167902,0.0001141821],"genre_scores_gemma":[0.00001501059,0.9901639,0.0003123611,0.0001185505,0.0005531705,0.001194285,0.00118062,0.0001374153,0.006324667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5718826,"threshold_uncertainty_score":0.9997204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927117132086425,"score_gpt":0.4814704027448547,"score_spread":0.2887586895362122,"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."}}