{"id":"W4407752931","doi":"10.3390/healthcare13040440","title":"Sociodemographic Determinants of Reproductive Healthcare Service Use Among Pregnant Women in Pakistan","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Southwest University; University of Ottawa","keywords":"Health care; Healthcare service; Reproductive health; Medicine; Environmental health; Service (business); Obstetrics; Business; Economic growth; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004095134,0.0001260392,0.0001618318,0.0005888722,0.0004700681,0.0004278834,0.0001831289,0.0002313579,0.002015588],"category_scores_gemma":[0.001740846,0.0002104361,0.0002324658,0.001108215,0.0003109026,0.0003335086,0.0003382415,0.0003689211,0.0002135656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004420568,"about_ca_system_score_gemma":0.0007970253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03270112,"about_ca_topic_score_gemma":0.03063697,"domain_scores_codex":[0.999702,0.00006626001,0.00004992885,0.00003963772,0.00007330035,0.00006877085],"domain_scores_gemma":[0.9992061,0.0001589276,0.000354358,0.00002884412,0.00008447347,0.000167291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001038346,0.00001984718,0.9984136,0.00001309386,0.00000942896,0.00006233948,0.0002574182,0.00001674872,0.00005257427,0.00001858991,0.0001129218,0.001013094],"study_design_scores_gemma":[0.000001246729,0.00004168041,0.9984797,0.00002041907,0.000004815241,0.0001245084,0.001056752,0.00005244794,0.00001599486,0.0000154184,0.0001843407,0.000002747894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975086,0.0002102909,0.00002995052,0.0002273169,0.000005999566,0.00002167699,0.00105401,0.000002565798,0.0009395261],"genre_scores_gemma":[0.9992744,0.0002529972,0.0000423389,0.00004359698,0.000004196662,0.00001244845,0.0002767623,6.177798e-7,0.00009252111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270112,"threshold_uncertainty_score":0.06502157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471979101900431,"score_gpt":0.3531476359933929,"score_spread":0.3284278449743886,"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."}}