{"id":"W4413426008","doi":"10.1371/journal.pgph.0005086","title":"Prevalence and predictors of unintended pregnancy among antenatal women in Sierra Leone: A cross-sectional study","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sierra leone; Cross-sectional study; Unintended pregnancy; Pregnancy; Obstetrics; Environmental health; Medicine; Demography; Socioeconomics; Family planning; Population; Research methodology; Sociology","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":[0.0009598261,0.0003516933,0.0003902525,0.001108086,0.00055692,0.0007527988,0.0004360558,0.0005487122,0.0007426229],"category_scores_gemma":[0.002869826,0.0006631773,0.0003419358,0.0008299849,0.0004203111,0.0005149289,0.0007008567,0.0004760667,0.0001448798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528368,"about_ca_system_score_gemma":0.0004276818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02386331,"about_ca_topic_score_gemma":0.0294606,"domain_scores_codex":[0.9994481,0.0001936043,0.00008138111,0.00008745551,0.00008308075,0.0001064402],"domain_scores_gemma":[0.9987397,0.0003127907,0.0005412677,0.0000945997,0.0001226172,0.0001890808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001550712,0.00003407247,0.998979,0.00001647495,0.00002403726,0.0000597106,0.0003061552,0.00001143937,0.00006889171,0.000003938935,0.00003548944,0.0004452868],"study_design_scores_gemma":[0.000003409675,0.0000879515,0.9985946,0.00002024419,0.00001411727,0.0001873159,0.0009078927,0.00004225702,0.00001802054,0.000004211337,0.0001173718,0.000002533635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993346,0.0002315161,0.00002330027,0.00002383877,0.000002948937,0.000020742,0.0001733842,0.000002010003,0.0001876461],"genre_scores_gemma":[0.9993062,0.0002477173,0.0000830867,0.00003034336,0.00000417988,0.00002980477,0.000186877,9.053299e-7,0.0001109524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386331,"threshold_uncertainty_score":0.04744881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455955977609708,"score_gpt":0.3204851925352386,"score_spread":0.2959256327591415,"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."}}