{"id":"W3180567660","doi":"10.1080/07853890.2021.1947521","title":"Effectiveness of multimodal nutrition interventions during pregnancy to achieve 2009 Institute of Medicine gestational weight gain guidelines: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Annals of Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Psychological intervention; Overweight; Systematic review; Weight gain; Cochrane Library; Pregnancy; MEDLINE; Randomized controlled trial; Relative risk; Obstetrics; Obesity; Pediatrics; Physical therapy; Internal medicine; Confidence interval; Body 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":[0.02281009,0.00304737,0.02137006,0.007406533,0.0007310155,0.003578779,0.002617121,0.002752132,0.003107743],"category_scores_gemma":[0.05582885,0.001594006,0.04167522,0.006667371,0.0009748715,0.002441431,0.001780645,0.002588958,0.000283485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005040258,"about_ca_system_score_gemma":0.006862858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009413177,"about_ca_topic_score_gemma":0.01764778,"domain_scores_codex":[0.9826862,0.00850555,0.004887938,0.001380353,0.002066398,0.0004735729],"domain_scores_gemma":[0.9738287,0.0187251,0.004642231,0.0007031215,0.001791778,0.0003092033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002543507,0.00005970883,0.002762284,0.5012782,0.4771114,0.00007608865,0.00009546222,0.0004755475,0.0001418371,0.0001422322,0.0005343724,0.01477934],"study_design_scores_gemma":[0.001393366,0.0003490077,0.003260864,0.05983652,0.933172,0.00006751463,0.00005175095,0.0002217252,0.0001278922,0.0002179598,0.001273638,0.00002785988],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003435352,0.9947596,0.0004098696,0.0002249046,0.0001175508,0.0005617106,0.0002761542,0.00001882532,0.0001959807],"genre_scores_gemma":[0.150067,0.8401764,0.003697772,0.001148343,0.0002874428,0.003643911,0.0006973461,0.00002393753,0.0002578438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02281009,"threshold_uncertainty_score":0.1206327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2719589387725836,"score_gpt":0.4961466413250792,"score_spread":0.2241877025524956,"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."}}