{"id":"W3182518844","doi":"","title":"Requirements and costs for scaling up comprehensive emergency obstetric and neonatal care in health centres in Tanzania","year":2021,"lang":"en","type":"article","venue":"African Journal of Reproductive Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tanzania; Medicine; Medical emergency; Health care; Developing country; Scale (ratio); Business; Environmental health; Emergency medicine; Economic growth; Socioeconomics; Geography","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":[0.0006064943,0.0001516616,0.0006879034,0.0002667798,0.0001013462,0.000009728669,0.00005237075,0.00003658471,0.000006458545],"category_scores_gemma":[0.0003297167,0.0001330959,0.00005044257,0.0004880208,0.00004903011,0.0001186622,0.00004903959,0.0003080677,3.185208e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008769966,"about_ca_system_score_gemma":0.0008267087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009624966,"about_ca_topic_score_gemma":0.0002481038,"domain_scores_codex":[0.9976748,0.0002549487,0.000938261,0.0004121493,0.0002845369,0.0004353334],"domain_scores_gemma":[0.9982591,0.00006881126,0.0005609255,0.0001707379,0.0005525321,0.0003878725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001674027,0.0002308844,0.7802514,0.002923911,0.00007603156,0.0002738302,0.01665974,0.00001956267,0.0001558925,0.0006075407,0.0007154561,0.1964117],"study_design_scores_gemma":[0.00468501,0.001836031,0.9493738,0.001596588,0.00001680989,0.0009925624,0.03342846,0.00001471122,0.0001677894,0.0004382575,0.007311086,0.0001389122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841433,0.09895202,0.00002978406,0.01572204,0.0005315749,0.0005546563,0.00002998604,0.000004634308,0.00003203916],"genre_scores_gemma":[0.9848495,0.01258912,0.001416213,0.0008527596,0.0002289816,0.000003364699,0.000007895705,0.0000150883,0.00003703955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1962728,"threshold_uncertainty_score":0.5427492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958380296778267,"score_gpt":0.3365737509024943,"score_spread":0.3069899479347116,"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."}}