{"id":"W4410026788","doi":"10.1007/s44155-025-00218-0","title":"Epidemiology of unintended pregnancies: regional insights from sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"Discover Social Science and Health","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Epidemiology; Unintended consequences; Geography; Environmental health; Socioeconomics; Medicine; Political science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342434,0.0004223343,0.0005958277,0.002908305,0.0005364791,0.001125333,0.0005269573,0.0003679163,0.001045162],"category_scores_gemma":[0.003783742,0.0004090503,0.0006035506,0.004411093,0.0004494275,0.0008333613,0.001435607,0.0003786754,0.0001217645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006867108,"about_ca_system_score_gemma":0.001236983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0431221,"about_ca_topic_score_gemma":0.03636119,"domain_scores_codex":[0.9990895,0.0004044448,0.000126423,0.0001061733,0.00009722378,0.0001763825],"domain_scores_gemma":[0.9987454,0.0003099206,0.000563425,0.00005364841,0.0001964716,0.0001311693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006007,0.00004485816,0.943115,0.001102459,0.0002831441,0.001630443,0.01085101,0.0004895826,0.0006965333,0.0004297782,0.0008056125,0.0404509],"study_design_scores_gemma":[0.000007565966,0.00006971713,0.9874759,0.0004503241,0.00009110822,0.001455046,0.007941889,0.0001661707,0.00005908139,0.0001356729,0.002131855,0.000015732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771578,0.01728849,0.0005177975,0.001022853,0.00003154392,0.0001150297,0.001506566,0.00001166024,0.002348118],"genre_scores_gemma":[0.9854396,0.01318362,0.0005840919,0.0001569142,0.0000301214,0.00008181469,0.0003745298,0.00000504703,0.0001443306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0431221,"threshold_uncertainty_score":0.08574224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09501245559458346,"score_gpt":0.377330607673913,"score_spread":0.2823181520793295,"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."}}