{"id":"W2530937323","doi":"10.2196/resprot.5758","title":"Existing Models of Maternal Death Surveillance Systems: Protocol for a Scoping Review","year":2016,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Computer science; Medicine; Medical emergency; Data science; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1811594,0.00526412,0.01001411,0.02357652,0.005823134,0.009583642,0.007759571,0.01026463,0.07862055],"category_scores_gemma":[0.2699644,0.006293026,0.01685902,0.02271457,0.005010101,0.009902167,0.009634435,0.00851437,0.01596162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01788422,"about_ca_system_score_gemma":0.1037919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006565151,"about_ca_topic_score_gemma":0.01176348,"domain_scores_codex":[0.8962145,0.04489492,0.04025448,0.005061919,0.01064797,0.002926217],"domain_scores_gemma":[0.7778586,0.100969,0.03044614,0.01922359,0.067665,0.003837591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003993607,0.0005384305,0.001218956,0.7514237,0.001859214,0.001154575,0.008643134,0.002629051,0.001860557,0.01459285,0.108527,0.1035589],"study_design_scores_gemma":[0.006950758,0.001084576,0.003510552,0.5365204,0.004091476,0.0004521603,0.004635418,0.001324274,0.001881381,0.01695029,0.4221251,0.000473597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003136993,0.001543194,0.003897353,0.001056678,0.0003918154,0.9838489,0.007539863,0.0001239771,0.001284382],"genre_scores_gemma":[0.0002619718,0.0009932857,0.006638518,0.0001876295,0.00002439259,0.9906606,0.0009615363,0.00001074436,0.0002612695],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1811594,"threshold_uncertainty_score":0.9580739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6646519892838928,"score_gpt":0.670930625885076,"score_spread":0.006278636601183218,"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."}}