{"id":"W2065445932","doi":"10.1371/journal.pone.0061248","title":"Applicability of the WHO Maternal Near Miss Criteria in a Low-Resource Setting","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Laerdal Foundation for Acute Medicine","keywords":"Medicine; Referral; Near miss; Case fatality rate; Tanzania; Gold standard (test); Maternal death; Inclusion (mineral); Emergency medicine; Obstetrics; Pediatrics; Family medicine; Internal medicine; Epidemiology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01655728,0.0004208409,0.0005953557,0.002276864,0.0006081643,0.001029108,0.001303327,0.000650485,0.0009870289],"category_scores_gemma":[0.04453673,0.0002669297,0.0004523607,0.001557129,0.0009849168,0.0006901796,0.001708713,0.0005714595,0.0002140479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489463,"about_ca_system_score_gemma":0.002372319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01656348,"about_ca_topic_score_gemma":0.01641318,"domain_scores_codex":[0.9851133,0.009470389,0.001980391,0.000804024,0.001849958,0.0007819966],"domain_scores_gemma":[0.9762118,0.01039965,0.007247017,0.001186622,0.004026101,0.0009287618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152168,0.00003792051,0.9911843,0.0001367496,0.00003731417,0.0003662024,0.0006463971,0.0003695638,0.0001552977,0.0002153176,0.0007347967,0.005963842],"study_design_scores_gemma":[0.00004107251,0.0006255128,0.9868,0.0004795111,0.00008487071,0.001619598,0.003205783,0.003903684,0.0004268441,0.0006550046,0.002126729,0.00003138504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864525,0.001827118,0.003381452,0.0008831322,0.0000926626,0.0006021807,0.001099348,0.00002929158,0.005632398],"genre_scores_gemma":[0.9956592,0.0002205798,0.003238991,0.0001173199,0.00002228076,0.0002034669,0.0004366764,0.000003700641,0.00009779855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01656348,"threshold_uncertainty_score":0.08756435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722792907548083,"score_gpt":0.2620505137906081,"score_spread":0.2348225847151272,"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."}}