{"id":"W4401656951","doi":"10.1136/bmjopen-2024-084212","title":"Barriers and facilitators of cardiovascular disease prevention services for women with prior gestational diabetes or hypertensive disorders of pregnancy in low-income, middle-income and high-income settings: a scoping review protocol","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heart Research Centre; Acadia University; University of Ottawa","funders":"Public Health Agency; Public Health Agency of Canada; Canadian Institutes of Health Research; Acadia University","keywords":"Medicine; CINAHL; Gestational diabetes; Systematic review; Family medicine; PsycINFO; MEDLINE; Grey literature; Postpartum period; Pregnancy; Checklist; Nursing; Psychological intervention; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.07894317,0.005142418,0.01394718,0.01650257,0.005136842,0.0069553,0.006808879,0.009424994,0.05907062],"category_scores_gemma":[0.06207749,0.005764019,0.01687072,0.01285138,0.004627071,0.008433775,0.007023964,0.005350785,0.009818968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01341252,"about_ca_system_score_gemma":0.09536278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009641618,"about_ca_topic_score_gemma":0.01985399,"domain_scores_codex":[0.9721044,0.008997253,0.01109932,0.002440453,0.003391003,0.001967453],"domain_scores_gemma":[0.9635137,0.01143181,0.006427302,0.002748742,0.01360578,0.002272573],"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":[0.006215721,0.001069157,0.002685128,0.8673747,0.001948104,0.001217697,0.009581552,0.001523105,0.001463721,0.006181514,0.02746362,0.07327598],"study_design_scores_gemma":[0.02264939,0.004246412,0.01814491,0.6985924,0.01077012,0.001166597,0.01310052,0.001534799,0.002495137,0.01052337,0.216155,0.0006213233],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005711076,0.001475398,0.000608925,0.000249926,0.00007294184,0.9947366,0.001859067,0.00002323395,0.0004027457],"genre_scores_gemma":[0.0004567471,0.001422115,0.001641704,0.0001092735,0.00001345974,0.9957693,0.0003958962,0.000002822097,0.0001887953],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07894317,"threshold_uncertainty_score":0.4174964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134673984670372,"score_gpt":0.3908466607571743,"score_spread":0.3494999209104706,"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."}}