{"id":"W4284974758","doi":"10.1371/journal.pone.0271282","title":"Scale up and strengthening of comprehensive emergency obstetric and newborn care in Tanzania","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Tanzania; Scale (ratio); Medicine; Medical emergency; Environmental health; Emergency medicine; Geography; Environmental planning","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":[0.006525386,0.0004136393,0.0002532385,0.0007232485,0.001023341,0.0008319094,0.001270963,0.0004657992,0.002216562],"category_scores_gemma":[0.007340012,0.0002761034,0.0003844282,0.0004833328,0.0008480096,0.0006793817,0.003466033,0.0007254336,0.0001456526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473776,"about_ca_system_score_gemma":0.02022384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03730094,"about_ca_topic_score_gemma":0.05067085,"domain_scores_codex":[0.996807,0.001810272,0.0001163626,0.0001443279,0.0002334008,0.0008887611],"domain_scores_gemma":[0.9953426,0.0005759628,0.001000092,0.0002729277,0.0006525434,0.002155809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001044537,0.002874593,0.4462166,0.005254347,0.0003262746,0.00211341,0.01839995,0.002864298,0.009205175,0.002613972,0.01876466,0.4903223],"study_design_scores_gemma":[0.0004610374,0.003774587,0.9651833,0.002443552,0.0002001171,0.0003742393,0.008813137,0.001440027,0.0009372253,0.0006867996,0.01564774,0.00003812547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769635,0.004601813,0.001034285,0.01077388,0.0001477284,0.001358028,0.0003677595,0.0001144471,0.00463863],"genre_scores_gemma":[0.9930655,0.001409838,0.003552587,0.0008561742,0.00003428238,0.000441489,0.0001575344,0.000003765469,0.0004787262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03730094,"threshold_uncertainty_score":0.07416767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780938290928658,"score_gpt":0.2517127746039771,"score_spread":0.2239033916946905,"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."}}