{"id":"W4386114537","doi":"10.3389/fgwh.2023.1149632","title":"Understanding ethical challenges of family planning interventions in sub–Saharan Africa: a scoping review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Global Women s Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"William and Flora Hewlett Foundation","keywords":"Psychological intervention; Family planning; Autonomy; Reproductive health; Population; Medicine; Health care; Psychology; Family medicine; Political science; Nursing; Environmental health; Law","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":[0.003272314,0.0004862199,0.004997637,0.0005598842,0.00009106391,0.00001567453,0.0003171937,0.0005668271,0.000008131764],"category_scores_gemma":[0.0002264432,0.0004287818,0.0005253897,0.0015791,0.0001274759,0.00004925091,0.0001576194,0.001533739,0.00001648927],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006682285,"about_ca_system_score_gemma":0.002384047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001526388,"about_ca_topic_score_gemma":0.0001119789,"domain_scores_codex":[0.9941974,0.0008038714,0.002600063,0.0006745183,0.0005782366,0.001145948],"domain_scores_gemma":[0.9981033,0.0001127583,0.0008714858,0.000406283,0.00004171088,0.0004644599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005238516,0.0001482604,0.0002463319,0.8928992,0.0001387752,0.0001442029,0.0003638818,0.000001493903,3.511006e-9,0.0009611103,0.01456023,0.09048409],"study_design_scores_gemma":[0.0006594135,0.0003680684,0.0003401706,0.9188711,0.0001171914,0.00004384651,0.0008138602,0.00000338779,2.743213e-9,0.001450411,0.07708879,0.0002437429],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001552925,0.9922487,0.0002867094,0.001802581,0.0008446164,0.00332476,0.0002104594,0.00007603522,0.001190577],"genre_scores_gemma":[0.00004073318,0.9981936,0.0003906566,0.0009279983,0.00008495917,0.0002337018,0.00005856637,0.00004645187,0.00002330298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09024035,"threshold_uncertainty_score":0.9998164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3712864949290963,"score_gpt":0.4680477754462505,"score_spread":0.09676128051715421,"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."}}