{"id":"W3189817416","doi":"10.21203/rs.3.rs-764361/v1","title":"A Systematic Review Protocol to Establish Plasmodium Falciparum Genetic Diversity, Multiplicity of Infection, Genotyping Approaches, and Methods of Reporting It in Africa.","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genotyping; Genetic diversity; Plasmodium falciparum; Protocol (science); Biology; Diversity (politics); Multiplicity (mathematics); Virology; Genetics; Computational biology; Medicine; Genealogy; Evolutionary biology; Genotype; Political science; Immunology; Malaria; History; Population; Environmental health; Mathematics; Gene; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1213258,0.005710219,0.02524066,0.01934627,0.004470281,0.007525499,0.00571118,0.008157116,0.08779199],"category_scores_gemma":[0.1338645,0.005504727,0.01809664,0.0196587,0.005252213,0.009920837,0.005359317,0.008080347,0.01295963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01781331,"about_ca_system_score_gemma":0.06508674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005156012,"about_ca_topic_score_gemma":0.01044059,"domain_scores_codex":[0.9248139,0.03440453,0.02557243,0.005392421,0.007682067,0.002134631],"domain_scores_gemma":[0.8931164,0.04244888,0.02155937,0.01057963,0.02921179,0.003083986],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003173579,0.0001948913,0.0005296072,0.9258347,0.002937936,0.000248092,0.001195736,0.0006204201,0.0009834121,0.004771996,0.03443905,0.02507057],"study_design_scores_gemma":[0.02011119,0.001483483,0.005327265,0.708905,0.01139657,0.0004803362,0.002130275,0.001681614,0.001672255,0.01310271,0.2332085,0.0005008291],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003880504,0.002828904,0.002693727,0.0006663968,0.0005105194,0.9812834,0.01072878,0.0001616607,0.0007385621],"genre_scores_gemma":[0.0004204543,0.00106266,0.004983628,0.00019136,0.00003768845,0.992067,0.0008589492,0.00001432409,0.0003638498],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8786741,"threshold_uncertainty_score":0.64164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2594957686940319,"score_gpt":0.4988947506761572,"score_spread":0.2393989819821253,"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."}}