{"id":"W3126961381","doi":"","title":"The need for alternatives to DMPA in Sub-Saharan Africa","year":2019,"lang":"en","type":"article","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medroxyprogesterone acetate; Human immunodeficiency virus (HIV); Medroxyprogesterone; Population; Gynecology; Medicine; Diversity (politics); Environmental health; Family medicine; Political science; Estrogen; Endocrinology","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":[0.001356182,0.000270498,0.0003343146,0.0005606325,0.002327051,0.002033949,0.0005339732,0.001866726,0.05445233],"category_scores_gemma":[0.003346461,0.0001625881,0.0003588625,0.0006557435,0.000879895,0.003134661,0.001788219,0.002430127,0.003018393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007438392,"about_ca_system_score_gemma":0.002473497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919097,"about_ca_topic_score_gemma":0.01288822,"domain_scores_codex":[0.9993228,0.0003035505,0.00003482738,0.00003443719,0.0001058204,0.0001987151],"domain_scores_gemma":[0.9986877,0.0004539298,0.0001514323,0.00001809838,0.0001364443,0.0005524493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002946622,0.0005583723,0.006075976,0.004786688,0.00004130871,0.006350415,0.01015057,0.00009791709,0.002410276,0.01878943,0.248836,0.7016083],"study_design_scores_gemma":[0.000048546,0.0001789768,0.006967986,0.004117291,0.0000239668,0.002304075,0.03226983,0.00005171604,0.0002170706,0.00630415,0.9474944,0.00002185712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07633685,0.1459816,0.0009148439,0.6547636,0.007403556,0.0001270301,0.0003927108,0.0000942019,0.1139856],"genre_scores_gemma":[0.4709769,0.3404798,0.01076136,0.1225211,0.005183686,0.0003147724,0.0004787658,0.0001843374,0.04909935],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05445233,"threshold_uncertainty_score":0.1821612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032745742227363,"score_gpt":0.3145937142505658,"score_spread":0.2942662568282921,"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."}}