{"id":"W4411456433","doi":"10.21203/rs.3.rs-6925215/v1","title":"The Association Between Media Exposure and Health Facility Delivery in Ghana","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Health facility; Childbirth; Environmental health; Medicine; Residence; Logistic regression; Birth attendant; Public health; Odds; mHealth; Mass media; Business; Maternal health; Demography; Advertising; Pregnancy; Psychological intervention; Population; Nursing","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":[0.000563185,0.0002054196,0.0002364724,0.0008363696,0.0004829689,0.0008106727,0.0005029613,0.0007214617,0.009156734],"category_scores_gemma":[0.006012563,0.0003476277,0.0002626592,0.002337054,0.0004614497,0.0006382387,0.0006869569,0.001173651,0.000559919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072142,"about_ca_system_score_gemma":0.000926098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09612616,"about_ca_topic_score_gemma":0.07918678,"domain_scores_codex":[0.9992756,0.0003458514,0.00004994907,0.00007535607,0.00005085628,0.0002023715],"domain_scores_gemma":[0.9948757,0.001759836,0.002237525,0.0001177765,0.0002723297,0.0007368566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098638,0.00005555043,0.9962387,0.000030777,0.00003581322,0.0002831137,0.0009506188,0.00002747608,0.00007082002,0.00008513181,0.0004384838,0.001673646],"study_design_scores_gemma":[0.000007703754,0.00004368613,0.9957528,0.00005011784,0.00002159061,0.0001462766,0.003540609,0.00007114463,0.00002072632,0.00004369688,0.0002986727,0.000003130358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961145,0.0006829848,0.00004441769,0.001211764,0.0000198232,0.000006274076,0.00078301,0.000002903754,0.001134239],"genre_scores_gemma":[0.9987426,0.0004801852,0.00003528903,0.0000624848,0.00002471085,0.000005921855,0.0001296812,0.000003628086,0.0005153562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09612616,"threshold_uncertainty_score":0.1911333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0824836838703278,"score_gpt":0.4214693516402389,"score_spread":0.3389856677699111,"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."}}