{"id":"W2513811457","doi":"10.1016/j.contraception.2015.06.164","title":"Near the city but hard to reach: results from a multi-method reproductive health needs assessment in peri-urban Yangon, Myanmar","year":2015,"lang":"en","type":"article","venue":"Contraception","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Peri; Medicine; Reproductive health; Environmental health; Socioeconomics; Environmental planning; Population; Geography; Internal medicine","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":[0.006152346,0.0001472469,0.0002628866,0.0001244873,0.000561778,0.000258095,0.0003144043,0.0001160865,0.00003769277],"category_scores_gemma":[0.0008384707,0.000113963,0.00007052468,0.0007350813,0.0002257906,0.0002393374,0.00005993743,0.0003271411,0.0000249535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487069,"about_ca_system_score_gemma":0.0006141834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0872842,"about_ca_topic_score_gemma":0.05234368,"domain_scores_codex":[0.9966645,0.001479419,0.0004108778,0.0005456082,0.0004945459,0.0004050308],"domain_scores_gemma":[0.9986727,0.0002074614,0.0002078003,0.0004554768,0.0001865386,0.0002700698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003441665,0.0003349643,0.08589244,0.000004032371,0.00005371994,0.000003999759,0.6682335,0.0001236123,0.0003338543,0.002697969,0.01823342,0.2237443],"study_design_scores_gemma":[0.001308664,0.0001731122,0.8068576,0.0000317657,0.00001389504,5.245259e-7,0.09199854,0.0004178634,0.00001569364,0.001608358,0.09736972,0.0002041873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174705,0.0005095387,0.008794765,0.06711932,0.0009094908,0.0009898387,0.0001515318,0.0001339205,0.003921071],"genre_scores_gemma":[0.9811463,0.00005686476,0.01575192,0.0005760026,0.000527441,0.00006633633,0.00004189732,0.000009410538,0.001823761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7209652,"threshold_uncertainty_score":0.9649486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528947994543453,"score_gpt":0.402672723015514,"score_spread":0.2497779235611687,"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."}}