{"id":"W4292092869","doi":"10.1186/s12884-022-04951-1","title":"Improving access to emergency obstetric care in underserved rural Tanzania: a prospective cohort study","year":2022,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Medicine; Tanzania; Emergency medicine; Case fatality rate; Mentorship; Prospective cohort study; Reproductive medicine; Intervention (counseling); Family medicine; Medical emergency; Pregnancy; Population; Nursing; Environmental health; Surgery","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":[0.001325167,0.0003420801,0.0002413678,0.0005090546,0.0006886697,0.0005333791,0.000378447,0.000391789,0.001575437],"category_scores_gemma":[0.002058714,0.0004797291,0.0004524401,0.0007485164,0.0002640769,0.0004461791,0.0007175759,0.0007397587,0.0002416806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965001,"about_ca_system_score_gemma":0.0006956802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01410702,"about_ca_topic_score_gemma":0.02289771,"domain_scores_codex":[0.9993713,0.0001817805,0.00006093469,0.0001329324,0.00008579182,0.0001672772],"domain_scores_gemma":[0.9988077,0.0001226021,0.0004532731,0.000148347,0.0001528618,0.000315165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001989883,0.0001838238,0.9972631,0.00002616691,0.00005162425,0.0001579652,0.0005871575,0.0000187624,0.0002566583,0.00001711573,0.0002118014,0.001026821],"study_design_scores_gemma":[0.00003760228,0.0005968346,0.9974818,0.00002680536,0.0000415291,0.0002008989,0.001235336,0.00009939339,0.0000410266,0.00001182954,0.0002198623,0.000007114583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994264,0.00006874171,0.00004711748,0.00003568035,0.000003784192,0.00005043743,0.0002591313,0.000001405622,0.0001073522],"genre_scores_gemma":[0.9992689,0.000102791,0.0001302696,0.00005660857,0.000006208682,0.00006670539,0.000216962,0.000001392954,0.0001501079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410702,"threshold_uncertainty_score":0.02804983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631818054663409,"score_gpt":0.2807819799936883,"score_spread":0.2644637994470542,"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."}}