{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001396208,0.00006024969,0.0001695847,0.0001152483,0.00004165653,0.000008238949,0.00003090115,0.00006891057,0.00002852086],"category_scores_gemma":[0.0002788831,0.00005490024,0.00001879529,0.0001134928,0.00005031,0.00004408673,0.00002058617,0.0000587043,3.428491e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006542523,"about_ca_system_score_gemma":0.00008778538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043146,"about_ca_topic_score_gemma":0.000446308,"domain_scores_codex":[0.9993904,0.00002559096,0.0002386351,0.0001484412,0.00009293295,0.0001040378],"domain_scores_gemma":[0.9995152,0.0001554175,0.0001153031,0.00004721009,0.0001126025,0.00005421213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002478011,0.00009745485,0.9896721,0.0001548203,0.00003116592,0.000004154552,0.001203065,0.00001045321,0.0000242023,0.001556986,0.000008807547,0.007212044],"study_design_scores_gemma":[0.00147166,0.0001329013,0.9934556,0.00008018507,0.000008609639,0.00001326386,0.0007462169,0.001396459,0.0000402304,0.0006014312,0.002014087,0.00003938217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965244,0.0006971891,0.0002143484,0.001513212,0.0004214911,0.0002016168,0.00008785177,0.000007735543,0.0003321896],"genre_scores_gemma":[0.9980969,0.0006905759,0.0001830789,0.0007829739,0.00002428169,0.000006822424,0.00008643544,0.00000425032,0.0001246812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007172662,"threshold_uncertainty_score":0.2238767,"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."}}