{"id":"W4311581250","doi":"10.1186/s12978-022-01532-5","title":"Women’s empowerment indicators and short- and long-acting contraceptive method use: evidence from DHS from 11 countries","year":2022,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Empowerment; Demography; Multinomial logistic regression; Medicine; Family planning; Logistic regression; Odds ratio; Population; Descriptive statistics; Public health; Reproductive health; Reproductive medicine; Odds; Environmental health; Economic growth; Pregnancy; Nursing; Sociology; Statistics; Research methodology","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":[0.00133541,0.0002241768,0.0006277797,0.0001063859,0.0005523943,0.00004202556,0.00007625314,0.00004731903,0.0005443086],"category_scores_gemma":[0.0003030642,0.0002003198,0.00003230427,0.0001887823,0.0001325075,0.0002178591,0.0002323633,0.0004590559,0.000006887074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022402,"about_ca_system_score_gemma":0.0004100129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119146,"about_ca_topic_score_gemma":0.0001269645,"domain_scores_codex":[0.9970112,0.0004912629,0.000441986,0.001065736,0.0004935985,0.0004961656],"domain_scores_gemma":[0.9984114,0.0003764218,0.0002610998,0.0004298184,0.00007974175,0.0004415314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00130383,0.0001462794,0.94727,0.0002029409,0.0001751015,0.000061857,0.0268121,0.000006929029,0.0003073545,0.0001471057,0.001083445,0.02248305],"study_design_scores_gemma":[0.0006613675,0.000868862,0.9711808,0.0002454817,0.00004314064,0.00007709921,0.009063778,0.00001275403,0.000381813,0.0003006381,0.01698497,0.0001793159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768115,0.009057838,0.0003689621,0.01206984,0.0003467022,0.000948447,0.0003201752,0.00005489824,0.00002165006],"genre_scores_gemma":[0.9902678,0.001911317,0.001960873,0.005127161,0.0003710129,0.0001043051,0.00003340887,0.00002536108,0.0001987954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02391077,"threshold_uncertainty_score":0.9953931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966447710755036,"score_gpt":0.3560528100791329,"score_spread":0.3163883329715825,"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."}}