{"id":"W4308697958","doi":"10.2196/preprints.44066","title":"Adoption of mHealth Technologies by Community Health Workers to Improve the Use of Maternal Health Services in Sub-Saharan Africa: Protocol for a Mixed Method Systematic Review (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"mHealth; CINAHL; Grey literature; Medicine; MEDLINE; Health care; Preprint; Cochrane Library; Scopus; Nursing; Family medicine; Psychological intervention; World Wide Web; Meta-analysis; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1134696,0.006310936,0.02090911,0.01582977,0.004733823,0.008795726,0.006096782,0.007988199,0.07184903],"category_scores_gemma":[0.1206696,0.006876121,0.02294498,0.01542328,0.004362571,0.008927034,0.005732796,0.006684038,0.009896153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593444,"about_ca_system_score_gemma":0.0662403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432128,"about_ca_topic_score_gemma":0.01497601,"domain_scores_codex":[0.9332516,0.02856495,0.02471764,0.004018106,0.006800448,0.002647351],"domain_scores_gemma":[0.9301637,0.030472,0.01333391,0.006078547,0.01780397,0.002147823],"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":[0.006380489,0.0004523044,0.0008066859,0.9171054,0.003479465,0.0006786874,0.002710953,0.001057851,0.001503449,0.003968206,0.02171501,0.0401416],"study_design_scores_gemma":[0.04426843,0.004332657,0.006885189,0.6893698,0.01496504,0.0007822018,0.004332905,0.001813157,0.00363979,0.01098484,0.2179746,0.000651453],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002309039,0.001245073,0.0007837897,0.0001672829,0.0001341735,0.9956923,0.001498463,0.00004435853,0.0002036332],"genre_scores_gemma":[0.0001964221,0.0006793302,0.002319932,0.00008450732,0.000012361,0.9964153,0.0001727816,0.000004312864,0.0001150051],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1134696,"threshold_uncertainty_score":0.6000916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384491390143999,"score_gpt":0.4833970818267843,"score_spread":0.3449479428123844,"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."}}