{"id":"W4414309254","doi":"10.1136/bmjopen-2024-094105","title":"Impact of the COVID-19 pandemic on the mental health of those who identify as women of low socioeconomic status and living with diabetes: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Public Health Ontario; University Health Network; University of Toronto; Toronto General Hospital; Diabetes Canada; Impact; Ted Rogers Centre for Heart Research","funders":"Toronto General Hospital Research Institute, University Health Network","keywords":"Pandemic; Mental health; Protocol (science); Socioeconomic status; Public health; Coronavirus disease 2019 (COVID-19); Epidemiology; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.08977477,0.005093773,0.01443119,0.02198013,0.005311755,0.009229842,0.006891691,0.01074285,0.0420912],"category_scores_gemma":[0.09628369,0.005216145,0.01525255,0.01510408,0.005745941,0.008467722,0.00684977,0.005326387,0.007909768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01617449,"about_ca_system_score_gemma":0.0893108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008371507,"about_ca_topic_score_gemma":0.01652795,"domain_scores_codex":[0.9616323,0.01258149,0.0152903,0.003031251,0.005754151,0.001710497],"domain_scores_gemma":[0.9421229,0.02358119,0.01018534,0.003307187,0.01853459,0.00226875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001615386,0.0002144727,0.0008304256,0.9424411,0.001311158,0.0009573817,0.003920377,0.0006259996,0.001085329,0.003336896,0.0112371,0.03242429],"study_design_scores_gemma":[0.003603705,0.001227859,0.003927346,0.8568237,0.00728318,0.0008428686,0.003916768,0.000474945,0.001277036,0.003740637,0.1166244,0.0002576411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007314993,0.006074078,0.001127135,0.000540005,0.0002052757,0.9874856,0.002955765,0.00004736466,0.0008332675],"genre_scores_gemma":[0.00104842,0.008385686,0.003944127,0.000371909,0.00005310476,0.9848342,0.0008241201,0.000008710542,0.0005297396],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08977477,"threshold_uncertainty_score":0.47478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117558059920694,"score_gpt":0.5267738994999301,"score_spread":0.4092158395792361,"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."}}