{"id":"W3011119856","doi":"10.1093/heapol/czz178","title":"Feasibility and preliminary effectiveness of group antenatal care in Senegalese health posts: a pilot implementation trial","year":2020,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Global Affairs Canada","keywords":"Medicine; Developing country; Family medicine; Group (periodic table); Nursing; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005831164,0.0001120558,0.0004229909,0.00008761523,0.00009496321,0.000006121546,0.00002548704,0.00003555396,0.000001949207],"category_scores_gemma":[0.00009241085,0.00009752173,0.00002005245,0.0001607658,0.00003411678,0.00005745157,0.00003870264,0.0001728089,3.340873e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771631,"about_ca_system_score_gemma":0.0004515793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616699,"about_ca_topic_score_gemma":0.0002292108,"domain_scores_codex":[0.9985653,0.0003606216,0.0003981906,0.0002398409,0.0001304539,0.0003055491],"domain_scores_gemma":[0.9992626,0.0001327563,0.0001457962,0.00006995448,0.00002961334,0.0003592675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1428469,0.0001938123,0.7989466,0.02518107,0.00002085451,0.00006072698,0.02195607,0.00000581832,0.0001197374,0.001016954,0.0001131172,0.009538318],"study_design_scores_gemma":[0.02898783,0.01497698,0.9510355,0.001138484,0.000006018718,0.00006739417,0.003458228,0.00003775328,0.00002379847,0.00008514072,0.0001136938,0.00006918411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860005,0.005136729,0.0000156786,0.007099212,0.00004429352,0.00148882,0.0001484569,0.00001972231,0.00004658833],"genre_scores_gemma":[0.9927505,0.0004285371,0.00010022,0.006398646,0.0002072956,0.00001161707,0.00009485491,0.000007786483,5.6486e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520889,"threshold_uncertainty_score":0.9903845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07075648804216363,"score_gpt":0.4347412644085697,"score_spread":0.3639847763664061,"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."}}