{"id":"W4409430376","doi":"10.1136/bmjopen-2024-084016","title":"Prevalence of unintended pregnancy in the MENA region: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Unintended pregnancy; Medicine; Miscarriage; Pregnancy; Meta-analysis; Abortion; Public health; Systematic review; Demography; Scopus; Middle East; Environmental health; MEDLINE; Population; Family planning; Geography; 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":[0.003481613,0.0002532841,0.007873232,0.0002026725,0.00002836837,0.00002140561,0.000527369,0.00009511039,0.00007882176],"category_scores_gemma":[0.001554855,0.000116541,0.001021546,0.00123044,0.00005574607,0.00006983624,0.000145631,0.0002333095,0.000005187136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004156389,"about_ca_system_score_gemma":0.0004829748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004935056,"about_ca_topic_score_gemma":0.00001359842,"domain_scores_codex":[0.9955903,0.001971864,0.001497426,0.000505745,0.0002912034,0.0001434579],"domain_scores_gemma":[0.9965718,0.0002850171,0.001158343,0.001762616,0.0001769943,0.00004521593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006762051,0.00003667695,0.000002497362,0.9750068,0.01912499,0.00001447582,0.00005426107,1.216358e-8,1.603768e-9,0.0002566834,0.0002924326,0.005204386],"study_design_scores_gemma":[0.00006938744,0.00003778413,0.00001058604,0.447679,0.5489429,0.0000670268,0.00001853625,3.238258e-7,9.450686e-9,0.00002232613,0.003091142,0.0000610862],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.083614e-8,0.9296051,0.00001559556,0.002460192,0.00001083578,0.06587967,0.0000141988,0.00000406664,0.002010372],"genre_scores_gemma":[0.000004259455,0.9673283,0.00005355756,0.0006006145,0.00001280503,0.0198744,0.00001804651,0.000008201999,0.01209979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5298178,"threshold_uncertainty_score":0.5381984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3217167741462817,"score_gpt":0.511153848769327,"score_spread":0.1894370746230453,"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."}}