{"id":"W3195441350","doi":"10.3389/fgwh.2021.655413","title":"Total Demand, Use and Unmet Need for Modern Contraceptives Among Women Living in Informal Settlements in Kira Municipality, Wakiso District, Uganda. Implications for Urban Health","year":2021,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"International Union for the Scientific Study of Population; Umeå Universitet; Bill and Melinda Gates Foundation","keywords":"Medicine; Family planning; Fertility; Population; Human settlement; Reproductive health; Environmental health; Abortion; Demography; Socioeconomics; Geography; Pregnancy; Research methodology; Economics; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001251132,0.000280783,0.0009806422,0.0001959199,0.0002279316,0.00008105371,0.0001322673,0.000132978,0.000006043151],"category_scores_gemma":[0.000228794,0.0002847075,0.0000652182,0.0005841472,0.0001052764,0.0003425131,0.0001294689,0.0002582055,3.427171e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003700466,"about_ca_system_score_gemma":0.001181073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925512,"about_ca_topic_score_gemma":0.00336419,"domain_scores_codex":[0.9964769,0.0001838492,0.00109112,0.0005077877,0.0002131824,0.001527193],"domain_scores_gemma":[0.9984766,0.0001173813,0.0002921294,0.0003058632,0.00009514814,0.0007128667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000607136,0.000397173,0.9795193,0.0009406551,0.00004604076,0.000004428347,0.009134287,0.00008018821,0.000001526127,0.0009440877,0.002062918,0.006262253],"study_design_scores_gemma":[0.005705692,0.0007093296,0.9765497,0.0005197186,0.000007003858,0.00001746612,0.00998632,0.002434038,7.476659e-7,0.002001843,0.001855299,0.000212829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864694,0.001562735,0.003932106,0.003411623,0.0002580375,0.002375808,0.001883815,0.00003172215,0.00007478461],"genre_scores_gemma":[0.990267,0.000718766,0.003996211,0.003988601,0.00006696091,0.0005507892,0.000212296,0.00002168306,0.0001776833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006049423,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592577079264226,"score_gpt":0.3065033250326447,"score_spread":0.2905775542400024,"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."}}