{"id":"W4286383419","doi":"10.1016/s0140-6736(22)00936-9","title":"Measuring contraceptive method mix, prevalence, and demand satisfied by age and marital status in 204 countries and territories, 1970–2019: a systematic analysis for the Global Burden of Disease Study 2019","year":2022,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Global Health Research","funders":"Bill and Melinda Gates Foundation","keywords":"Marital status; Empowerment; Family planning; Medicine; Developed country; Demography; Gerontology; Population; Environmental health; Research methodology; Economic growth; Sociology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110136,0.0001136633,0.0006460111,0.00003001652,0.0001663064,0.00003562433,0.00009816018,0.00001662247,0.000006568383],"category_scores_gemma":[0.0001118042,0.00006351629,0.00003172931,0.0001476434,0.00008986765,0.00003691223,0.0001141681,0.00009921436,8.072836e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006110131,"about_ca_system_score_gemma":0.00003988926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005380584,"about_ca_topic_score_gemma":0.00073541,"domain_scores_codex":[0.9987205,0.0003360561,0.0002662868,0.0001860827,0.0002771804,0.000213906],"domain_scores_gemma":[0.9990889,0.0004409392,0.0001307964,0.0002164482,0.00003380055,0.00008908873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001720778,0.00006003562,0.9883959,0.004808061,0.0006259837,0.00001395874,0.003381278,0.00003561248,0.000009137994,0.0002767193,0.0006159477,0.00005659123],"study_design_scores_gemma":[0.00352988,0.0003274475,0.9886595,0.0003806828,0.00193333,0.00001065858,0.00381036,0.000548014,0.000001533952,0.0004838487,0.0002385704,0.0000761863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720315,0.02243814,0.0000708615,0.001327506,0.00005464688,0.001980488,0.002067137,0.000009019699,0.00002068868],"genre_scores_gemma":[0.99863,0.0007861593,0.00009168359,0.0001802102,0.00007723194,0.0001148305,0.00001531866,0.000004919635,0.00009965053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02659849,"threshold_uncertainty_score":0.8133869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879688939140347,"score_gpt":0.2993051052800841,"score_spread":0.2805082158886807,"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."}}