{"id":"W4387934394","doi":"10.1016/j.jcjd.2023.10.366","title":"THE ASSOCIATION BETWEEN PRE-EXISTING DIABETES AND STILLBIRTH AND PERINATAL MORTALITY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Perinatal mortality; Incidence (geometry); Diabetes mellitus; Meta-analysis; Obstetrics; Pregnancy; Fetus; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00695182,0.002231892,0.01500998,0.004098353,0.0006220283,0.002765336,0.002047919,0.002588648,0.004200022],"category_scores_gemma":[0.02023102,0.001737019,0.02729855,0.005742066,0.0007452789,0.001726398,0.001770108,0.002477274,0.0003646196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079319,"about_ca_system_score_gemma":0.00373082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567004,"about_ca_topic_score_gemma":0.04412561,"domain_scores_codex":[0.996007,0.001342441,0.001448991,0.0005621249,0.0004241187,0.0002153035],"domain_scores_gemma":[0.9896707,0.007645197,0.001453345,0.0003625226,0.0006755022,0.0001926632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001765242,0.00004081523,0.006452243,0.3800144,0.5982248,0.0001581763,0.0001106222,0.0003000834,0.0002421131,0.0001106742,0.00067963,0.01190112],"study_design_scores_gemma":[0.0004412887,0.000107488,0.00424696,0.01575351,0.9780122,0.00007364765,0.00005622886,0.00007024961,0.00005324143,0.0001037213,0.001057445,0.00002405728],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003742464,0.9952456,0.0002509067,0.0001028225,0.0001163426,0.0001048925,0.0003136983,0.00001226432,0.0001109289],"genre_scores_gemma":[0.1008978,0.8957087,0.001318631,0.0007460982,0.0001991264,0.0003348051,0.0004809685,0.00001693795,0.0002969016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01567004,"threshold_uncertainty_score":0.03676522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248930329574934,"score_gpt":0.3651321357581891,"score_spread":0.2402391028006957,"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."}}