{"id":"W4200247207","doi":"10.1155/2021/6618676","title":"Predictors and Utilization of Health Institution Services for Childbirth among Mothers in a Southern Nigerian City","year":2021,"lang":"en","type":"article","venue":"Obstetrics and Gynecology International","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"","keywords":"Medicine; Childbirth; Institution; Family medicine; Environmental health; Pregnancy; Law; Political science","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":[0.0003209689,0.0001545333,0.0001564329,0.0005068221,0.0006058178,0.000498935,0.0002645156,0.0002485512,0.001928115],"category_scores_gemma":[0.001243667,0.0002611066,0.0001599769,0.0005959081,0.0002909487,0.0002285088,0.00040483,0.0004527928,0.0001406404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004690188,"about_ca_system_score_gemma":0.0005639505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02324797,"about_ca_topic_score_gemma":0.04716781,"domain_scores_codex":[0.999833,0.0000363304,0.00001791632,0.00002110485,0.00003656446,0.00005503878],"domain_scores_gemma":[0.9993472,0.0001247092,0.0003188877,0.00001889141,0.00005577868,0.0001346051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008870901,0.00002159886,0.9987374,0.000006097823,0.000003995672,0.0001106,0.0003420101,0.000008269495,0.00005340352,0.00001150845,0.00007935412,0.0006168184],"study_design_scores_gemma":[0.000001722031,0.00004272752,0.9949923,0.00002942086,0.000006355357,0.0002104563,0.004409482,0.00007497119,0.00002217857,0.00001167443,0.0001965022,0.000002092932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995059,0.0001353652,0.000007719114,0.00009164897,0.000003600738,0.000003586717,0.00004951514,6.766761e-7,0.000202112],"genre_scores_gemma":[0.999574,0.0002379383,0.00002136822,0.00002014869,0.000003735631,0.000004005673,0.00004606943,4.350038e-7,0.00009232229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324797,"threshold_uncertainty_score":0.04622525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738284978771393,"score_gpt":0.2804533852245954,"score_spread":0.2630705354368815,"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."}}