{"id":"W4210697913","doi":"10.21203/rs.3.rs-30470/v2","title":"Determinants of Perinatal birth Asphyxia among Newborns in Ethiopia: A Systematic Review and Meta-analysis of Observational Studies Protocol","year":2020,"lang":"en","type":"review","venue":"","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samara University","keywords":"Observational study; Meta-analysis; Medicine; Asphyxia; Protocol (science); Obstetrics; Systematic review; Pediatrics; MEDLINE; Alternative medicine; Biology; Internal medicine; Pathology","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":[0.05059332,0.003916256,0.01363393,0.009857556,0.003128392,0.005507568,0.004577239,0.00456415,0.07718925],"category_scores_gemma":[0.07612148,0.004429152,0.01494014,0.008485142,0.002544576,0.005394657,0.003767368,0.004133839,0.005600126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008199512,"about_ca_system_score_gemma":0.0469473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006118231,"about_ca_topic_score_gemma":0.0136913,"domain_scores_codex":[0.9806557,0.007136044,0.00702676,0.002017837,0.00231311,0.0008505558],"domain_scores_gemma":[0.9654092,0.01458754,0.006996639,0.003529722,0.008228,0.001248957],"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":[0.004431644,0.0002521396,0.002363653,0.9396522,0.009076202,0.0004245077,0.0008353334,0.0007224167,0.0006057365,0.002467137,0.01759791,0.02157108],"study_design_scores_gemma":[0.03190926,0.003428887,0.0247116,0.6840652,0.09127333,0.001044647,0.00227271,0.002418621,0.002151968,0.008640134,0.1474297,0.0006539709],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001531473,0.008029338,0.002036474,0.0006826408,0.0002791218,0.9730921,0.01346815,0.0001373535,0.0007433264],"genre_scores_gemma":[0.001355281,0.002377788,0.003409678,0.0002620583,0.00002768366,0.9909231,0.001345506,0.00001013097,0.0002888582],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07718925,"threshold_uncertainty_score":0.2675662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4551036328336528,"score_gpt":0.5448750495203727,"score_spread":0.0897714166867199,"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."}}