{"id":"W2150734848","doi":"10.1371/journal.pone.0013868","title":"Contraceptive Use and Method Preference among Women in Soweto, South Africa: The Influence of Expanding Access to HIV Care and Treatment Services","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Women's Health Research Institute; University of British Columbia; Child and Family Research Institute; Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases; Social Sciences and Humanities Research Council of Canada; Center for AIDS Research, University of Washington; University of California, San Diego; Michael Smith Health Research BC; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Medicine; Unintended pregnancy; Pregnancy; Population; Public health; Demography; Logistic regression; Young adult; Obstetrics; Family planning; Family medicine; Environmental health; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001738814,0.00008738924,0.0002387074,0.000116743,0.00005399088,0.00006514193,0.00009658715,0.00003967164,0.0000451679],"category_scores_gemma":[0.0002620018,0.00005496278,0.00001963548,0.0001477567,0.00008603504,0.0002628956,0.0001022295,0.0001572476,0.00000226132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004784364,"about_ca_system_score_gemma":0.00003032204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004738765,"about_ca_topic_score_gemma":0.001354732,"domain_scores_codex":[0.9992023,0.00006936294,0.0001500848,0.0001790566,0.0001727501,0.0002264837],"domain_scores_gemma":[0.9992601,0.0001860235,0.00004710412,0.0001828829,0.0001435126,0.0001803483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001854514,0.0003625604,0.8150021,0.0002546821,0.000164962,0.00000477552,0.09633455,0.000002549064,0.08517312,0.00001627175,0.000007108036,0.002491828],"study_design_scores_gemma":[0.001148168,0.001546958,0.9561951,0.0008077506,0.00007974895,8.80405e-7,0.01679193,0.0002952259,0.02300072,0.00003239813,0.00002547737,0.00007569956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985981,0.00009524944,0.00001822618,0.0001195231,0.000001792718,0.0006826925,0.00005966066,0.000009777441,0.0004149857],"genre_scores_gemma":[0.997792,0.00005918673,0.001055097,0.00001672554,0.00001410669,0.0002329489,0.000003776479,0.000007028445,0.0008191047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1411929,"threshold_uncertainty_score":0.2241317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08705404859092974,"score_gpt":0.3425074084242174,"score_spread":0.2554533598332877,"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."}}