{"id":"W3213251908","doi":"10.1371/journal.pone.0232504","title":"The aggregate effect of implementation strength of family planning programs on modern contraceptive use at the health systems level in rural Malawi","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Global Affairs Canada; Johns Hopkins University","keywords":"Odds; Family planning; Marital status; Health facility; Odds ratio; Catchment area; Medicine; Rural area; Demography; Reproductive health; Gerontology; Population; Environmental health; Geography; Logistic regression; Drainage basin; Health services; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003665862,0.0002592299,0.0003597459,0.001084348,0.0004941612,0.000956983,0.0005369247,0.0003698598,0.001832271],"category_scores_gemma":[0.01357517,0.0002676683,0.0006336108,0.001958253,0.0008273075,0.0009362329,0.002254377,0.00086424,0.0001278375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381842,"about_ca_system_score_gemma":0.001815185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06063575,"about_ca_topic_score_gemma":0.08783892,"domain_scores_codex":[0.995454,0.002702885,0.0003109958,0.000309455,0.0003938744,0.00082879],"domain_scores_gemma":[0.9873246,0.003707496,0.005801121,0.0007156634,0.001227398,0.001223804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004234242,0.00004091908,0.9929178,0.00006322525,0.0002177155,0.00002689904,0.0008257031,0.0002981269,0.0001012933,0.0001306557,0.0002458357,0.005089511],"study_design_scores_gemma":[0.000002562089,0.00005778668,0.9984626,0.0000370539,0.00004766412,0.00001623668,0.0005839106,0.0003774705,0.00004533246,0.00004200131,0.0003232375,0.000004172724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972166,0.0003769163,0.000342348,0.0004225249,0.00000700425,0.00003531959,0.0008730695,0.000008496855,0.0007176723],"genre_scores_gemma":[0.9992633,0.00009138909,0.0002082687,0.00004518936,0.000006674533,0.00003950272,0.00021543,0.000001748382,0.0001284428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06063575,"threshold_uncertainty_score":0.1205656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09012358926388178,"score_gpt":0.3422477633009534,"score_spread":0.2521241740370717,"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."}}