{"id":"W4311620411","doi":"10.1101/2022.12.04.22282962","title":"Sexually Transmitted Infections among Key Populations in India: A Protocol for Systematic Review","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Trichomoniasis; Population; Syphilis; Chlamydia; Demography; Environmental health; Systematic review; Incidence (geometry); Family medicine; Gynecology; MEDLINE; Human immunodeficiency virus (HIV); Immunology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.06719891,0.00505319,0.01799137,0.01626095,0.004086528,0.00703216,0.005679343,0.005779298,0.06708708],"category_scores_gemma":[0.08784594,0.004596861,0.01346868,0.01576026,0.004901964,0.008012361,0.004466049,0.006107945,0.007611731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01397056,"about_ca_system_score_gemma":0.06981391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00578463,"about_ca_topic_score_gemma":0.01343452,"domain_scores_codex":[0.959472,0.01457847,0.0158088,0.003282476,0.005140833,0.001717517],"domain_scores_gemma":[0.9419292,0.02243576,0.01343827,0.004745428,0.01522268,0.002228636],"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":[0.00184972,0.0001804154,0.0004159414,0.9535674,0.001316247,0.0004792176,0.001410815,0.0004902979,0.000981499,0.002751441,0.01701225,0.01954477],"study_design_scores_gemma":[0.01297862,0.001412491,0.004733357,0.8109232,0.008540426,0.0008104626,0.002583521,0.0009211682,0.001856504,0.006987172,0.147863,0.0003901279],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004137571,0.002735607,0.001479381,0.0004156142,0.0002555367,0.9887029,0.005349662,0.0001046849,0.0005429861],"genre_scores_gemma":[0.0004770245,0.001943914,0.003535405,0.0002049818,0.00003005838,0.9927744,0.0006706168,0.00001164811,0.0003520244],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06719891,"threshold_uncertainty_score":0.3553861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750787381113618,"score_gpt":0.4931292970047456,"score_spread":0.3180505588933837,"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."}}