{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002026486,0.0003715117,0.0002169295,0.001165704,0.0008009688,0.001887244,0.0009611726,0.000554891,0.004765203],"category_scores_gemma":[0.008366181,0.0003217754,0.0004719084,0.0009685212,0.0004984282,0.0008620786,0.00186687,0.0007262411,0.0002775328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007108642,"about_ca_system_score_gemma":0.00659668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0316877,"about_ca_topic_score_gemma":0.0548072,"domain_scores_codex":[0.9971468,0.001238464,0.0002022503,0.0001006615,0.0004855127,0.0008264306],"domain_scores_gemma":[0.9941874,0.001896786,0.001417912,0.0001908494,0.0008202506,0.001486847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001328745,0.00123497,0.6246349,0.001899383,0.0003231852,0.006216895,0.004912065,0.02868244,0.006007344,0.007809898,0.01187821,0.3050719],"study_design_scores_gemma":[0.0001379891,0.001396806,0.9523326,0.001084543,0.0001521643,0.002254083,0.01435227,0.01409756,0.00099448,0.001468877,0.01163754,0.0000910469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846306,0.001293903,0.000864116,0.002572461,0.00004502566,0.0004435317,0.0006744481,0.00004700629,0.009428774],"genre_scores_gemma":[0.9966071,0.0005029405,0.001853597,0.0001478749,0.00001341111,0.00009103419,0.0002371068,0.000004626427,0.0005423832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0316877,"threshold_uncertainty_score":0.06300652,"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."}}