{"id":"W2907038781","doi":"10.1136/bmjpo-2018-000392","title":"Improving outcomes for neonates with gastroschisis in low-income and middle-income countries: a systematic review protocol","year":2018,"lang":"en","type":"review","venue":"BMJ Paediatrics Open","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"King's College London; McGill University Health Centre; Wellcome Trust; McGill University; Northwestern University; Wellcome","keywords":"Gastroschisis; Protocol (science); Low and middle income countries; Low income; Medicine; Business; Economics; Demographic economics; Developing country; Biology; Economic growth; Pregnancy; Genetics; Alternative medicine; Pathology","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":[0.05881169,0.005461458,0.01984881,0.01620291,0.004014804,0.007766072,0.005255595,0.006906016,0.05302093],"category_scores_gemma":[0.05532112,0.004488044,0.01425806,0.01377376,0.005058458,0.008529204,0.005699221,0.005092809,0.006254164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01491012,"about_ca_system_score_gemma":0.06923521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00595292,"about_ca_topic_score_gemma":0.01483501,"domain_scores_codex":[0.9744424,0.008597947,0.009584423,0.002470361,0.003467784,0.001437095],"domain_scores_gemma":[0.9692101,0.0106904,0.007651174,0.002046973,0.008329534,0.002071668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002584689,0.0002185465,0.0008820687,0.9594991,0.001554577,0.0004327146,0.001581041,0.0004624346,0.0007107589,0.001956769,0.009022836,0.02109456],"study_design_scores_gemma":[0.01129637,0.001815928,0.00749932,0.8692457,0.01394837,0.0007487339,0.003064464,0.0008181735,0.001420423,0.003866605,0.08591495,0.0003609533],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009170719,0.006406534,0.001119376,0.0005416827,0.0001630553,0.9864617,0.003750426,0.00007203718,0.000568104],"genre_scores_gemma":[0.001127835,0.004854363,0.003087272,0.0003168638,0.00003304203,0.9893821,0.0008148013,0.00000944042,0.0003742912],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05881169,"threshold_uncertainty_score":0.3110296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358997535071028,"score_gpt":0.3547941535195848,"score_spread":0.318894400012482,"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."}}