{"id":"W4207032086","doi":"10.21203/rs.3.rs-137728/v1","title":"The Efficacy and Safety of Topical Microbicide Gels to Prevent Sexual Transmission of Human Immunodeficiency Virus (HIV) Infection: a Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Microbicide; Human immunodeficiency virus (HIV); Virology; Transmission (telecommunications); Meta-analysis; Medicine; Sexual transmission; Immunology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01486735,0.002889445,0.02266553,0.007723363,0.0007440822,0.003575988,0.002222047,0.002418467,0.002955946],"category_scores_gemma":[0.0340816,0.001619241,0.03885959,0.007231836,0.0009288962,0.001904907,0.001457826,0.002105983,0.0002493471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123862,"about_ca_system_score_gemma":0.003905676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006689853,"about_ca_topic_score_gemma":0.01324938,"domain_scores_codex":[0.9889511,0.005337922,0.003066027,0.0009607155,0.001435892,0.0002482742],"domain_scores_gemma":[0.9769039,0.01666983,0.003672976,0.0005402989,0.001928238,0.0002846895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001937492,0.00003673537,0.002057665,0.4620352,0.5199803,0.000101505,0.00007258339,0.0004844392,0.000226591,0.0001216734,0.0005008511,0.012445],"study_design_scores_gemma":[0.0007181403,0.0003006052,0.002584533,0.03824304,0.9561367,0.0001077073,0.00004634628,0.0002036689,0.0001655413,0.0001582262,0.001310001,0.0000254507],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004159232,0.9945694,0.000292976,0.0001284302,0.0001065557,0.0002451985,0.000280604,0.00001541557,0.0002022198],"genre_scores_gemma":[0.1328724,0.8626962,0.00191441,0.0006023655,0.0001989722,0.0009092728,0.0005351159,0.00002250271,0.0002486671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02266553,"threshold_uncertainty_score":0.07862699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219117705178242,"score_gpt":0.4567193304368963,"score_spread":0.3348075599190721,"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."}}