{"id":"W6902051650","doi":"10.6084/m9.figshare.14692123.v2","title":"Association between gestational weight gain and perinatal outcomes among twin gestations based on the 2009 Institute of Medicine (IOM) guidelines: a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underweight; Weight gain; Gestation; Observational study; Pregnancy; Gestational hypertension; Gestational age; Birth weight","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":[0.0103882,0.001436797,0.01019868,0.009513755,0.0006558761,0.002279411,0.001970188,0.001865735,0.002638262],"category_scores_gemma":[0.05400481,0.001139902,0.009619782,0.01074157,0.0008763424,0.00216834,0.001640577,0.001241754,0.0002023892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003796327,"about_ca_system_score_gemma":0.01337003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028947,"about_ca_topic_score_gemma":0.0276735,"domain_scores_codex":[0.9879048,0.003729634,0.00518888,0.0008373247,0.002052621,0.0002868291],"domain_scores_gemma":[0.9672486,0.02202561,0.007503885,0.0005555503,0.002336903,0.0003293555],"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":[0.0002268114,0.00001613975,0.001863526,0.9642537,0.01398044,0.0000795313,0.0001510672,0.0000780644,0.0001226097,0.0001344343,0.0007998015,0.01829392],"study_design_scores_gemma":[0.0003684276,0.0002760626,0.01038968,0.8431768,0.1366728,0.0003645321,0.0002378123,0.0001334838,0.000190739,0.0002675892,0.007870698,0.00005139657],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002398137,0.9956967,0.0002141684,0.0002446837,0.0001026531,0.0006312843,0.000525462,0.000009636894,0.0001773481],"genre_scores_gemma":[0.03158424,0.9640898,0.00128538,0.0006149287,0.0000917694,0.001771547,0.0004431056,0.000007693356,0.0001116656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0103882,"threshold_uncertainty_score":0.05493867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08256369410400399,"score_gpt":0.3568459031569844,"score_spread":0.2742822090529805,"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."}}