{"id":"W4403232606","doi":"10.1186/s40834-024-00311-w","title":"Barriers to modern contraceptive utilization in Ethiopia","year":2024,"lang":"en","type":"article","venue":"Contraception and Reproductive Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Addis Ababa University","keywords":"Medicine; Business","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":[0.00057529,0.0001558142,0.0003379179,0.0002366815,0.00006306342,0.00001385442,0.00003313588,0.0000887751,0.0003622127],"category_scores_gemma":[0.0006446728,0.0001085485,0.0000296074,0.0003390106,0.0001635518,0.00009460875,0.0000190767,0.000283821,0.00003546416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116417,"about_ca_system_score_gemma":0.00009218648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263159,"about_ca_topic_score_gemma":0.00003942611,"domain_scores_codex":[0.998584,0.00006668584,0.0002997123,0.0005912873,0.0002261407,0.0002321926],"domain_scores_gemma":[0.9991994,0.00003951675,0.0000288884,0.0001910059,0.0001394242,0.0004017955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003656465,0.000231084,0.1048605,0.001639591,0.0002709476,0.0006011935,0.06057311,0.00009826161,0.1434324,0.05272282,0.01563323,0.6162804],"study_design_scores_gemma":[0.004491946,0.001773205,0.8604283,0.003203762,0.0001857946,0.0004343393,0.005585903,0.003426323,0.001367745,0.007424127,0.1112896,0.0003889342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032379,0.01028903,0.003188656,0.07633322,0.0008720656,0.001133637,0.000008668064,0.000152778,0.004784001],"genre_scores_gemma":[0.9925151,0.000834397,0.00008416404,0.003283267,0.0008750552,0.00002733814,0.00001239167,0.00001647938,0.002351819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7555678,"threshold_uncertainty_score":0.4426478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092662795825294,"score_gpt":0.3394343498037497,"score_spread":0.3085077218454967,"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."}}